Note
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BiLevel-based MDO on the Sobieski SSBJ test case¶
from __future__ import annotations
from copy import deepcopy
from gemseo.api import configure_logger
from gemseo.api import create_discipline
from gemseo.api import create_scenario
from gemseo.api import execute_post
from gemseo.problems.sobieski.core.problem import SobieskiProblem
configure_logger()
<RootLogger root (INFO)>
Instantiate the disciplines¶
First, we instantiate the four disciplines of the use case:
SobieskiPropulsion,
SobieskiAerodynamics,
SobieskiMission
and SobieskiStructure.
propu, aero, mission, struct = create_discipline(
[
"SobieskiPropulsion",
"SobieskiAerodynamics",
"SobieskiMission",
"SobieskiStructure",
]
)
Build, execute and post-process the scenario¶
Then, we build the scenario which links the disciplines
with the formulation and the optimization algorithm. Here, we use the
BiLevel formulation. We tell the scenario to minimize -y_4
instead of minimizing y_4 (range), which is the default option.
We need to define the design space.
design_space = SobieskiProblem().design_space
Then, we build a sub-scenario for each strongly coupled disciplines, using the following algorithm, maximum number of iterations and algorithm options:
algo_options = {
"xtol_rel": 1e-7,
"xtol_abs": 1e-7,
"ftol_rel": 1e-7,
"ftol_abs": 1e-7,
"ineq_tolerance": 1e-4,
}
sub_sc_opts = {"max_iter": 30, "algo": "SLSQP", "algo_options": algo_options}
Build a sub-scenario for Propulsion¶
This sub-scenario will minimize SFC.
sc_prop = create_scenario(
propu,
"DisciplinaryOpt",
"y_34",
design_space=deepcopy(design_space).filter("x_3"),
name="PropulsionScenario",
)
sc_prop.default_inputs = sub_sc_opts
sc_prop.add_constraint("g_3", constraint_type="ineq")
Build a sub-scenario for Aerodynamics¶
This sub-scenario will minimize L/D.
sc_aero = create_scenario(
aero,
"DisciplinaryOpt",
"y_24",
deepcopy(design_space).filter("x_2"),
name="AerodynamicsScenario",
maximize_objective=True,
)
sc_aero.default_inputs = sub_sc_opts
sc_aero.add_constraint("g_2", constraint_type="ineq")
Build a sub-scenario for Structure¶
This sub-scenario will maximize log(aircraft total weight / (aircraft total weight - fuel weight)).
sc_str = create_scenario(
struct,
"DisciplinaryOpt",
"y_11",
deepcopy(design_space).filter("x_1"),
name="StructureScenario",
maximize_objective=True,
)
sc_str.add_constraint("g_1", constraint_type="ineq")
sc_str.default_inputs = sub_sc_opts
Build a scenario for Mission¶
This scenario is based on the three previous sub-scenarios and on the Mission and aims to maximize the range (Breguet).
sub_disciplines = [sc_prop, sc_aero, sc_str] + [mission]
design_space = deepcopy(design_space).filter("x_shared")
system_scenario = create_scenario(
sub_disciplines,
"BiLevel",
"y_4",
design_space,
apply_cstr_tosub_scenarios=False,
parallel_scenarios=False,
multithread_scenarios=True,
tolerance=1e-14,
max_mda_iter=30,
maximize_objective=True,
)
system_scenario.add_constraint(["g_1", "g_2", "g_3"], "ineq")
Visualize the XDSM¶
Generate the XDSM on the fly:
log_workflow_status=Truewill log the status of the workflow in the console,save_html(defaultTrue) will generate a self-contained HTML file, that can be automatically opened usingshow_html=True.
system_scenario.xdsmize(save_html=False)
Execute the main scenario¶
system_scenario.execute(
{"max_iter": 50, "algo": "NLOPT_COBYLA", "algo_options": algo_options}
)
INFO - 13:28:15:
INFO - 13:28:15: *** Start MDOScenario execution ***
INFO - 13:28:15: MDOScenario
INFO - 13:28:15: Disciplines: AerodynamicsScenario PropulsionScenario SobieskiMission StructureScenario
INFO - 13:28:15: MDO formulation: BiLevel
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_4(x_shared) = -y_4(x_shared)
INFO - 13:28:15: with respect to x_shared
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_1_g_2_g_3(x_shared) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +-------------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +-------------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_shared[0] | 0.01 | 0.05 | 0.09 | float |
INFO - 13:28:15: | x_shared[1] | 30000 | 45000 | 60000 | float |
INFO - 13:28:15: | x_shared[2] | 1.4 | 1.6 | 1.8 | float |
INFO - 13:28:15: | x_shared[3] | 2.5 | 5.5 | 8.5 | float |
INFO - 13:28:15: | x_shared[4] | 40 | 55 | 70 | float |
INFO - 13:28:15: | x_shared[5] | 500 | 1000 | 1500 | float |
INFO - 13:28:15: +-------------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm NLOPT_COBYLA:
INFO - 13:28:15: ... 0%| | 0/50 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: *** Start PropulsionScenario execution ***
INFO - 13:28:15: PropulsionScenario
INFO - 13:28:15: Disciplines: SobieskiPropulsion
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize y_34(x_3)
INFO - 13:28:15: with respect to x_3
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_3(x_3) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.5 | 1 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 1432.97 it/sec, obj=1.11]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 437.36 it/sec, obj=1.14]
INFO - 13:28:15:
INFO - 13:28:15: ... 10%|█ | 3/30 [00:00<00:00, 492.40 it/sec, obj=1.1]
INFO - 13:28:15:
INFO - 13:28:15: ... 13%|█▎ | 4/30 [00:00<00:00, 427.19 it/sec, obj=1.11]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 13
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: 1.1087874739328383
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_3 = [-0.91571362 -0.08428638 0. -0.05794805]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: *** End PropulsionScenario execution (time: 0:00:00.027278) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start AerodynamicsScenario execution ***
INFO - 13:28:15: AerodynamicsScenario
INFO - 13:28:15: Disciplines: SobieskiAerodynamics
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:15: with respect to x_2
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_2(x_2) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 1 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 854.24 it/sec, obj=-4.15]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 384.34 it/sec, obj=-4.22]
INFO - 13:28:15:
INFO - 13:28:15: ... 10%|█ | 3/30 [00:00<00:00, 364.29 it/sec, obj=-4.28]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: -4.283343558640357
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_2 = -0.040000000000000036
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: *** End AerodynamicsScenario execution (time: 0:00:00.020657) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start StructureScenario execution ***
INFO - 13:28:15: StructureScenario
INFO - 13:28:15: Disciplines: SobieskiStructure
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:15: with respect to x_1
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_1(x_1) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.25 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 1 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 523.96 it/sec, obj=-.152]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 247.47 it/sec, obj=-.143]
INFO - 13:28:15:
INFO - 13:28:15: ... 10%|█ | 3/30 [00:00<00:00, 225.65 it/sec, obj=-.144]
INFO - 13:28:15:
INFO - 13:28:15: ... 13%|█▎ | 4/30 [00:00<00:00, 210.74 it/sec, obj=-.146]
INFO - 13:28:15:
INFO - 13:28:15: ... 17%|█▋ | 5/30 [00:00<00:00, 203.10 it/sec, obj=-.155]
INFO - 13:28:15:
INFO - 13:28:15: ... 20%|██ | 6/30 [00:00<00:00, 197.82 it/sec, obj=-.156]
INFO - 13:28:15:
INFO - 13:28:15: ... 23%|██▎ | 7/30 [00:00<00:00, 194.90 it/sec, obj=-.156]
INFO - 13:28:15:
INFO - 13:28:15: ... 27%|██▋ | 8/30 [00:00<00:00, 192.72 it/sec, obj=-.156]
INFO - 13:28:15:
INFO - 13:28:15: ... 30%|███ | 9/30 [00:00<00:00, 191.10 it/sec, obj=-.156]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: None
INFO - 13:28:15: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 10
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: -0.15631824062042746
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_1 = [ 3.99302813e-12 -2.99419226e-02 -4.49346629e-02 -5.39372764e-02
INFO - 13:28:15: -5.99419226e-02 -6.61963740e-02 -1.73803626e-01]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: *** End StructureScenario execution (time: 0:00:00.058126) ***
INFO - 13:28:15: ... 2%|▏ | 1/50 [00:00<00:15, 3.10 it/sec, obj=-553]
INFO - 13:28:15:
INFO - 13:28:15: *** Start PropulsionScenario execution ***
INFO - 13:28:15: PropulsionScenario
INFO - 13:28:15: Disciplines: SobieskiPropulsion
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize y_34(x_3)
INFO - 13:28:15: with respect to x_3
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_3(x_3) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 1839.61 it/sec, obj=1.11]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 480.89 it/sec, obj=1.11]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 12
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: 1.1087874739328383
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_3 = [-0.75494685 -0.24505315 0. -0.05794805]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: *** End PropulsionScenario execution (time: 0:00:00.014827) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start AerodynamicsScenario execution ***
INFO - 13:28:15: AerodynamicsScenario
INFO - 13:28:15: Disciplines: SobieskiAerodynamics
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:15: with respect to x_2
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_2(x_2) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 974.06 it/sec, obj=-3.46]
INFO - 13:28:15:
WARNING - 13:28:15: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:15: Solution:
WARNING - 13:28:15: The solution is not feasible.
INFO - 13:28:15: Objective: -3.456006478817154
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_2 = 0.010000000000000009
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: *** End AerodynamicsScenario execution (time: 0:00:00.007493) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start StructureScenario execution ***
INFO - 13:28:15: StructureScenario
INFO - 13:28:15: Disciplines: SobieskiStructure
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:15: with respect to x_1
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_1(x_1) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 601.42 it/sec, obj=-.193]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 259.34 it/sec, obj=-.212]
INFO - 13:28:15:
INFO - 13:28:15: ... 10%|█ | 3/30 [00:00<00:00, 232.57 it/sec, obj=-.285]
INFO - 13:28:15:
INFO - 13:28:15: ... 13%|█▎ | 4/30 [00:00<00:00, 215.28 it/sec, obj=-.285]
INFO - 13:28:15:
INFO - 13:28:15: ... 17%|█▋ | 5/30 [00:00<00:00, 203.17 it/sec, obj=-.285]
INFO - 13:28:15:
INFO - 13:28:15: ... 20%|██ | 6/30 [00:00<00:00, 196.51 it/sec, obj=-.285]
INFO - 13:28:15:
INFO - 13:28:15: ... 23%|██▎ | 7/30 [00:00<00:00, 193.59 it/sec, obj=-.285]
INFO - 13:28:15:
INFO - 13:28:15: ... 27%|██▋ | 8/30 [00:00<00:00, 190.42 it/sec, obj=-.286]
INFO - 13:28:15:
INFO - 13:28:15: ... 30%|███ | 9/30 [00:00<00:00, 189.03 it/sec, obj=-.286]
INFO - 13:28:15:
INFO - 13:28:15: ... 33%|███▎ | 10/30 [00:00<00:00, 187.95 it/sec, obj=-.286]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: None
INFO - 13:28:15: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 11
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: -0.2861511006159976
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:28:15: -0.03354102]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: *** End StructureScenario execution (time: 0:00:00.057964) ***
INFO - 13:28:15: ... 4%|▍ | 2/50 [00:00<00:12, 3.82 it/sec, obj=-574]
INFO - 13:28:15:
INFO - 13:28:15: *** Start PropulsionScenario execution ***
INFO - 13:28:15: PropulsionScenario
INFO - 13:28:15: Disciplines: SobieskiPropulsion
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize y_34(x_3)
INFO - 13:28:15: with respect to x_3
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_3(x_3) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 2032.12 it/sec, obj=1.1]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 489.42 it/sec, obj=1.16]
INFO - 13:28:15:
INFO - 13:28:15: ... 10%|█ | 3/30 [00:00<00:00, 535.06 it/sec, obj=1.09]
INFO - 13:28:15:
INFO - 13:28:15: ... 13%|█▎ | 4/30 [00:00<00:00, 452.83 it/sec, obj=1.12]
INFO - 13:28:15:
INFO - 13:28:15: ... 17%|█▋ | 5/30 [00:00<00:00, 414.58 it/sec, obj=1.12]
INFO - 13:28:15:
INFO - 13:28:15: ... 20%|██ | 6/30 [00:00<00:00, 392.90 it/sec, obj=1.12]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: None
INFO - 13:28:15: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 8
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: 1.1169456193906955
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_3 = [-7.20996205e-01 -2.79003795e-01 -2.22044605e-16 -1.27460556e-01]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: *** End PropulsionScenario execution (time: 0:00:00.019370) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start AerodynamicsScenario execution ***
INFO - 13:28:15: AerodynamicsScenario
INFO - 13:28:15: Disciplines: SobieskiAerodynamics
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:15: with respect to x_2
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_2(x_2) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 980.21 it/sec, obj=-3.32]
INFO - 13:28:15:
WARNING - 13:28:15: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:15: Solution:
WARNING - 13:28:15: The solution is not feasible.
INFO - 13:28:15: Objective: -3.3171632100551673
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_2 = 0.010000000000000009
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: *** End AerodynamicsScenario execution (time: 0:00:00.012746) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start StructureScenario execution ***
INFO - 13:28:15: StructureScenario
INFO - 13:28:15: Disciplines: SobieskiStructure
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:15: with respect to x_1
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_1(x_1) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 607.17 it/sec, obj=-.272]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 260.81 it/sec, obj=-.272]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 3
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: -0.2721681413246109
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:28:15: -0.03354102]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: *** End StructureScenario execution (time: 0:00:00.015316) ***
INFO - 13:28:15: ... 6%|▌ | 3/50 [00:00<00:11, 4.15 it/sec, obj=-813]
INFO - 13:28:15:
INFO - 13:28:15: *** Start PropulsionScenario execution ***
INFO - 13:28:15: PropulsionScenario
INFO - 13:28:15: Disciplines: SobieskiPropulsion
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize y_34(x_3)
INFO - 13:28:15: with respect to x_3
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_3(x_3) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 1176.85 it/sec, obj=1.16]
INFO - 13:28:15:
INFO - 13:28:15: ... 7%|▋ | 2/30 [00:00<00:00, 437.66 it/sec, obj=1.14]
INFO - 13:28:15:
INFO - 13:28:15: ... 10%|█ | 3/30 [00:00<00:00, 409.99 it/sec, obj=1.14]
INFO - 13:28:15:
INFO - 13:28:15: ... 13%|█▎ | 4/30 [00:00<00:00, 431.28 it/sec, obj=1.14]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: None
INFO - 13:28:15: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: 1.137722098693054
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_3 = [-7.10555843e-01 -2.89444157e-01 6.66133815e-16 -1.11370139e-01]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 13:28:15: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:15: *** End PropulsionScenario execution (time: 0:00:00.013786) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start AerodynamicsScenario execution ***
INFO - 13:28:15: AerodynamicsScenario
INFO - 13:28:15: Disciplines: SobieskiAerodynamics
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:15: with respect to x_2
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_2(x_2) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 1006.55 it/sec, obj=-3.31]
INFO - 13:28:15:
WARNING - 13:28:15: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:15: Solution:
WARNING - 13:28:15: The solution is not feasible.
INFO - 13:28:15: Objective: -3.3146292282019347
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_2 = 0.010000000000000009
INFO - 13:28:15: Design space:
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +------+-------------+-------+-------------+-------+
INFO - 13:28:15: *** End AerodynamicsScenario execution (time: 0:00:00.007297) ***
INFO - 13:28:15:
INFO - 13:28:15: *** Start StructureScenario execution ***
INFO - 13:28:15: StructureScenario
INFO - 13:28:15: Disciplines: SobieskiStructure
INFO - 13:28:15: MDO formulation: DisciplinaryOpt
INFO - 13:28:15: Optimization problem:
INFO - 13:28:15: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:15: with respect to x_1
INFO - 13:28:15: subject to constraints:
INFO - 13:28:15: g_1(x_1) <= 0.0
INFO - 13:28:15: over the design space:
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:15: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:15:
INFO - 13:28:15: ... 3%|▎ | 1/30 [00:00<00:00, 594.60 it/sec, obj=-.274]
INFO - 13:28:15:
INFO - 13:28:15:
INFO - 13:28:15: Optimization result:
INFO - 13:28:15: Optimizer info:
INFO - 13:28:15: Status: 8
INFO - 13:28:15: Message: Positive directional derivative for linesearch
INFO - 13:28:15: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:15: Solution:
INFO - 13:28:15: The solution is feasible.
INFO - 13:28:15: Objective: -0.2737879545502587
INFO - 13:28:15: Standardized constraints:
INFO - 13:28:15: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:28:15: -0.03354102]
INFO - 13:28:15: Design space:
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:15: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:15: +--------+-------------+-------+-------------+-------+
INFO - 13:28:15: *** End StructureScenario execution (time: 0:00:00.010069) ***
INFO - 13:28:15: ... 8%|▊ | 4/50 [00:00<00:10, 4.24 it/sec, obj=-751]
INFO - 13:28:16:
INFO - 13:28:16: *** Start PropulsionScenario execution ***
INFO - 13:28:16: PropulsionScenario
INFO - 13:28:16: Disciplines: SobieskiPropulsion
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize y_34(x_3)
INFO - 13:28:16: with respect to x_3
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_3(x_3) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 1961.79 it/sec, obj=1.1]
INFO - 13:28:16:
INFO - 13:28:16: ... 7%|▋ | 2/30 [00:00<00:00, 489.16 it/sec, obj=1.12]
INFO - 13:28:16:
INFO - 13:28:16: ... 10%|█ | 3/30 [00:00<00:00, 536.91 it/sec, obj=1.1]
INFO - 13:28:16:
INFO - 13:28:16: ... 13%|█▎ | 4/30 [00:00<00:00, 451.47 it/sec, obj=1.12]
INFO - 13:28:16:
INFO - 13:28:16: ... 17%|█▋ | 5/30 [00:00<00:00, 414.15 it/sec, obj=1.12]
INFO - 13:28:16:
INFO - 13:28:16: ... 20%|██ | 6/30 [00:00<00:00, 333.59 it/sec, obj=1.12]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: None
INFO - 13:28:16: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 14
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: 1.1169456193906955
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_3 = [-7.20597051e-01 -2.79402949e-01 2.22044605e-16 -1.27460556e-01]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: *** End PropulsionScenario execution (time: 0:00:00.022132) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start AerodynamicsScenario execution ***
INFO - 13:28:16: AerodynamicsScenario
INFO - 13:28:16: Disciplines: SobieskiAerodynamics
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:16: with respect to x_2
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_2(x_2) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 1001.74 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 7%|▋ | 2/30 [00:00<00:00, 412.30 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 10%|█ | 3/30 [00:00<00:00, 465.55 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 13%|█▎ | 4/30 [00:00<00:00, 477.63 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 17%|█▋ | 5/30 [00:00<00:00, 493.68 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 20%|██ | 6/30 [00:00<00:00, 503.93 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 23%|██▎ | 7/30 [00:00<00:00, 512.20 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 27%|██▋ | 8/30 [00:00<00:00, 516.14 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 30%|███ | 9/30 [00:00<00:00, 520.69 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 33%|███▎ | 10/30 [00:00<00:00, 522.64 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 37%|███▋ | 11/30 [00:00<00:00, 409.75 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 40%|████ | 12/30 [00:00<00:00, 395.18 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 43%|████▎ | 13/30 [00:00<00:00, 404.59 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 47%|████▋ | 14/30 [00:00<00:00, 413.26 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 50%|█████ | 15/30 [00:00<00:00, 420.86 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 53%|█████▎ | 16/30 [00:00<00:00, 427.94 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 57%|█████▋ | 17/30 [00:00<00:00, 434.22 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 60%|██████ | 18/30 [00:00<00:00, 440.06 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 63%|██████▎ | 19/30 [00:00<00:00, 445.58 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 67%|██████▋ | 20/30 [00:00<00:00, 450.38 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 70%|███████ | 21/30 [00:00<00:00, 454.93 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 73%|███████▎ | 22/30 [00:00<00:00, 458.90 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 77%|███████▋ | 23/30 [00:00<00:00, 450.10 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 80%|████████ | 24/30 [00:00<00:00, 454.08 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 83%|████████▎ | 25/30 [00:00<00:00, 458.02 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 87%|████████▋ | 26/30 [00:00<00:00, 461.52 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 90%|█████████ | 27/30 [00:00<00:00, 464.95 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 93%|█████████▎| 28/30 [00:00<00:00, 466.72 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 97%|█████████▋| 29/30 [00:00<00:00, 469.72 it/sec, obj=-3.38]
INFO - 13:28:16:
INFO - 13:28:16: ... 100%|██████████| 30/30 [00:00<00:00, 467.50 it/sec, obj=-3.38]
INFO - 13:28:16:
WARNING - 13:28:16: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: None
INFO - 13:28:16: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 81
INFO - 13:28:16: Solution:
WARNING - 13:28:16: The solution is not feasible.
INFO - 13:28:16: Objective: -3.3833585466979232
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_2 = 0.010000000000000009
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: *** End AerodynamicsScenario execution (time: 0:00:00.069227) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start StructureScenario execution ***
INFO - 13:28:16: StructureScenario
INFO - 13:28:16: Disciplines: SobieskiStructure
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:16: with respect to x_1
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_1(x_1) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 609.55 it/sec, obj=-.256]
INFO - 13:28:16:
INFO - 13:28:16: ... 7%|▋ | 2/30 [00:00<00:00, 258.49 it/sec, obj=-.233]
INFO - 13:28:16:
INFO - 13:28:16: ... 10%|█ | 3/30 [00:00<00:00, 231.20 it/sec, obj=-.237]
INFO - 13:28:16:
INFO - 13:28:16: ... 13%|█▎ | 4/30 [00:00<00:00, 211.14 it/sec, obj=-.255]
INFO - 13:28:16:
INFO - 13:28:16: ... 17%|█▋ | 5/30 [00:00<00:00, 203.66 it/sec, obj=-.255]
INFO - 13:28:16:
INFO - 13:28:16: ... 20%|██ | 6/30 [00:00<00:00, 199.11 it/sec, obj=-.255]
INFO - 13:28:16:
INFO - 13:28:16: ... 23%|██▎ | 7/30 [00:00<00:00, 194.20 it/sec, obj=-.255]
INFO - 13:28:16:
INFO - 13:28:16: ... 27%|██▋ | 8/30 [00:00<00:00, 191.03 it/sec, obj=-.255]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: None
INFO - 13:28:16: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 9
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: -0.25541043890623544
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_1 = [-2.87847242e-02 -1.88000814e-02 -2.52039105e-02 -3.26929762e-02
INFO - 13:28:16: -3.92051733e-02 -2.40000000e-01 -8.00570721e-12]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: *** End StructureScenario execution (time: 0:00:00.046695) ***
INFO - 13:28:16: ... 10%|█ | 5/50 [00:01<00:11, 4.01 it/sec, obj=-734]
INFO - 13:28:16:
INFO - 13:28:16: *** Start PropulsionScenario execution ***
INFO - 13:28:16: PropulsionScenario
INFO - 13:28:16: Disciplines: SobieskiPropulsion
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize y_34(x_3)
INFO - 13:28:16: with respect to x_3
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_3(x_3) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 1964.55 it/sec, obj=1.12]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: 8
INFO - 13:28:16: Message: Positive directional derivative for linesearch
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 17
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: 1.1169456193906955
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_3 = [-8.42352689e-01 -1.57647311e-01 2.22044605e-16 -1.27460556e-01]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: *** End PropulsionScenario execution (time: 0:00:00.014705) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start AerodynamicsScenario execution ***
INFO - 13:28:16: AerodynamicsScenario
INFO - 13:28:16: Disciplines: SobieskiAerodynamics
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:16: with respect to x_2
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_2(x_2) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 1944.51 it/sec, obj=-4.01]
INFO - 13:28:16:
WARNING - 13:28:16: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: 8
INFO - 13:28:16: Message: Positive directional derivative for linesearch
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:16: Solution:
WARNING - 13:28:16: The solution is not feasible.
INFO - 13:28:16: Objective: -4.010763549231421
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_2 = 0.010000000000000009
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: *** End AerodynamicsScenario execution (time: 0:00:00.007180) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start StructureScenario execution ***
INFO - 13:28:16: StructureScenario
INFO - 13:28:16: Disciplines: SobieskiStructure
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:16: with respect to x_1
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_1(x_1) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 1721.09 it/sec, obj=-.297]
INFO - 13:28:16:
INFO - 13:28:16: ... 7%|▋ | 2/30 [00:00<00:00, 293.69 it/sec, obj=-.297]
INFO - 13:28:16:
INFO - 13:28:16: ... 10%|█ | 3/30 [00:00<00:00, 250.29 it/sec, obj=-.297]
INFO - 13:28:16:
INFO - 13:28:16: ... 13%|█▎ | 4/30 [00:00<00:00, 227.08 it/sec, obj=-.297]
INFO - 13:28:16:
INFO - 13:28:16: ... 17%|█▋ | 5/30 [00:00<00:00, 215.23 it/sec, obj=-.297]
INFO - 13:28:16:
INFO - 13:28:16: ... 20%|██ | 6/30 [00:00<00:00, 204.36 it/sec, obj=-.297]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: 8
INFO - 13:28:16: Message: Positive directional derivative for linesearch
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: -0.29713711523465847
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:28:16: -0.03354102]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: *** End StructureScenario execution (time: 0:00:00.037490) ***
INFO - 13:28:16: ... 12%|█▏ | 6/50 [00:01<00:10, 4.20 it/sec, obj=-977]
INFO - 13:28:16:
INFO - 13:28:16: *** Start PropulsionScenario execution ***
INFO - 13:28:16: PropulsionScenario
INFO - 13:28:16: Disciplines: SobieskiPropulsion
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize y_34(x_3)
INFO - 13:28:16: with respect to x_3
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_3(x_3) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 2003.01 it/sec, obj=1.12]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: 8
INFO - 13:28:16: Message: Positive directional derivative for linesearch
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 17
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: 1.1169456193906955
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_3 = [-6.70083434e-01 -3.29916566e-01 2.22044605e-16 -1.27460556e-01]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: *** End PropulsionScenario execution (time: 0:00:00.013611) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start AerodynamicsScenario execution ***
INFO - 13:28:16: AerodynamicsScenario
INFO - 13:28:16: Disciplines: SobieskiAerodynamics
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:16: with respect to x_2
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_2(x_2) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 983.65 it/sec, obj=-3.5]
INFO - 13:28:16:
WARNING - 13:28:16: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: 8
INFO - 13:28:16: Message: Positive directional derivative for linesearch
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:16: Solution:
WARNING - 13:28:16: The solution is not feasible.
INFO - 13:28:16: Objective: -3.4989599823565998
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_2 = 0.010000000000000009
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: *** End AerodynamicsScenario execution (time: 0:00:00.012735) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start StructureScenario execution ***
INFO - 13:28:16: StructureScenario
INFO - 13:28:16: Disciplines: SobieskiStructure
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:16: with respect to x_1
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_1(x_1) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+-------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 590.58 it/sec, obj=-.366]
INFO - 13:28:16:
INFO - 13:28:16: ... 7%|▋ | 2/30 [00:00<00:00, 260.87 it/sec, obj=-.342]
INFO - 13:28:16:
INFO - 13:28:16: ... 10%|█ | 3/30 [00:00<00:00, 233.79 it/sec, obj=-.365]
INFO - 13:28:16:
INFO - 13:28:16: ... 13%|█▎ | 4/30 [00:00<00:00, 215.36 it/sec, obj=-.365]
INFO - 13:28:16:
INFO - 13:28:16: ... 17%|█▋ | 5/30 [00:00<00:00, 206.79 it/sec, obj=-.365]
INFO - 13:28:16:
INFO - 13:28:16: ... 20%|██ | 6/30 [00:00<00:00, 201.46 it/sec, obj=-.365]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: None
INFO - 13:28:16: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: -0.36496565666784275
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_1 = [-2.58485524e-02 -1.74692489e-02 -2.44407670e-02 -3.21952521e-02
INFO - 13:28:16: -3.88530648e-02 -2.40000000e-01 -9.75552972e-13]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: *** End StructureScenario execution (time: 0:00:00.034493) ***
INFO - 13:28:16: ... 14%|█▍ | 7/50 [00:01<00:10, 4.09 it/sec, obj=-1.05e+3]
INFO - 13:28:16:
INFO - 13:28:16: *** Start PropulsionScenario execution ***
INFO - 13:28:16: PropulsionScenario
INFO - 13:28:16: Disciplines: SobieskiPropulsion
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize y_34(x_3)
INFO - 13:28:16: with respect to x_3
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_3(x_3) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 1869.95 it/sec, obj=1.04]
INFO - 13:28:16:
INFO - 13:28:16: ... 7%|▋ | 2/30 [00:00<00:00, 458.72 it/sec, obj=1.07]
INFO - 13:28:16:
INFO - 13:28:16: ... 10%|█ | 3/30 [00:00<00:00, 512.27 it/sec, obj=1.05]
INFO - 13:28:16:
INFO - 13:28:16: ... 13%|█▎ | 4/30 [00:00<00:00, 437.44 it/sec, obj=1.07]
INFO - 13:28:16:
INFO - 13:28:16: ... 17%|█▋ | 5/30 [00:00<00:00, 354.35 it/sec, obj=1.07]
INFO - 13:28:16:
INFO - 13:28:16: ... 20%|██ | 6/30 [00:00<00:00, 372.47 it/sec, obj=1.07]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: None
INFO - 13:28:16: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 8
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: 1.0733793462031596
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_3 = [-0.72171604 -0.27828396 0. -0.15721712]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 13:28:16: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: *** End PropulsionScenario execution (time: 0:00:00.020480) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start AerodynamicsScenario execution ***
INFO - 13:28:16: AerodynamicsScenario
INFO - 13:28:16: Disciplines: SobieskiAerodynamics
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:16: with respect to x_2
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_2(x_2) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 1008.00 it/sec, obj=-4.65]
INFO - 13:28:16:
WARNING - 13:28:16: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: 8
INFO - 13:28:16: Message: Positive directional derivative for linesearch
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:16: Solution:
WARNING - 13:28:16: The solution is not feasible.
INFO - 13:28:16: Objective: -4.654696008207175
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_2 = 0.010000000000000009
INFO - 13:28:16: Design space:
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +------+-------------+-------+-------------+-------+
INFO - 13:28:16: *** End AerodynamicsScenario execution (time: 0:00:00.007410) ***
INFO - 13:28:16:
INFO - 13:28:16: *** Start StructureScenario execution ***
INFO - 13:28:16: StructureScenario
INFO - 13:28:16: Disciplines: SobieskiStructure
INFO - 13:28:16: MDO formulation: DisciplinaryOpt
INFO - 13:28:16: Optimization problem:
INFO - 13:28:16: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:16: with respect to x_1
INFO - 13:28:16: subject to constraints:
INFO - 13:28:16: g_1(x_1) <= 0.0
INFO - 13:28:16: over the design space:
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:16: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:16:
INFO - 13:28:16: ... 3%|▎ | 1/30 [00:00<00:00, 604.63 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16: ... 7%|▋ | 2/30 [00:00<00:00, 252.75 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16: ... 10%|█ | 3/30 [00:00<00:00, 229.00 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16: ... 13%|█▎ | 4/30 [00:00<00:00, 213.07 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16: ... 17%|█▋ | 5/30 [00:00<00:00, 205.00 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16: ... 20%|██ | 6/30 [00:00<00:00, 199.90 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16: ... 23%|██▎ | 7/30 [00:00<00:00, 196.49 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16: ... 27%|██▋ | 8/30 [00:00<00:00, 194.21 it/sec, obj=-.394]
INFO - 13:28:16:
INFO - 13:28:16:
INFO - 13:28:16: Optimization result:
INFO - 13:28:16: Optimizer info:
INFO - 13:28:16: Status: None
INFO - 13:28:16: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:16: Number of calls to the objective function by the optimizer: 9
INFO - 13:28:16: Solution:
INFO - 13:28:16: The solution is feasible.
INFO - 13:28:16: Objective: -0.3943234828131065
INFO - 13:28:16: Standardized constraints:
INFO - 13:28:16: g_1 = [-2.18016988e-02 -1.56468526e-02 -2.34022845e-02 -3.15220572e-02
INFO - 13:28:16: -3.83796197e-02 -2.40000000e-01 -3.33066907e-16]
INFO - 13:28:16: Design space:
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 13:28:16: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:16: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:16: *** End StructureScenario execution (time: 0:00:00.045889) ***
INFO - 13:28:17: ... 16%|█▌ | 8/50 [00:01<00:10, 4.09 it/sec, obj=-1.67e+3]
INFO - 13:28:17:
INFO - 13:28:17: *** Start PropulsionScenario execution ***
INFO - 13:28:17: PropulsionScenario
INFO - 13:28:17: Disciplines: SobieskiPropulsion
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize y_34(x_3)
INFO - 13:28:17: with respect to x_3
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_3(x_3) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 2010.69 it/sec, obj=1.03]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 484.02 it/sec, obj=1.04]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 531.22 it/sec, obj=1.03]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 445.00 it/sec, obj=1.04]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 398.70 it/sec, obj=1.04]
INFO - 13:28:17:
INFO - 13:28:17: ... 20%|██ | 6/30 [00:00<00:00, 384.38 it/sec, obj=1.04]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 10
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: 1.0410444624498805
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_3 = [-8.51430794e-01 -1.48569206e-01 2.22044605e-16 -1.59690326e-01]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: *** End PropulsionScenario execution (time: 0:00:00.019757) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start AerodynamicsScenario execution ***
INFO - 13:28:17: AerodynamicsScenario
INFO - 13:28:17: Disciplines: SobieskiAerodynamics
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:17: with respect to x_2
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_2(x_2) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 1001.03 it/sec, obj=-5.69]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: 8
INFO - 13:28:17: Message: Positive directional derivative for linesearch
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: -5.6900427487038545
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_2 = -0.040898733728932046
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: *** End AerodynamicsScenario execution (time: 0:00:00.007144) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start StructureScenario execution ***
INFO - 13:28:17: StructureScenario
INFO - 13:28:17: Disciplines: SobieskiStructure
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:17: with respect to x_1
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_1(x_1) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 593.84 it/sec, obj=-.387]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 255.89 it/sec, obj=-.129]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 231.04 it/sec, obj=-.163]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 218.24 it/sec, obj=-.171]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 208.27 it/sec, obj=-.172]
INFO - 13:28:17:
INFO - 13:28:17: ... 20%|██ | 6/30 [00:00<00:00, 202.42 it/sec, obj=-.172]
INFO - 13:28:17:
INFO - 13:28:17: ... 23%|██▎ | 7/30 [00:00<00:00, 198.65 it/sec, obj=-.175]
INFO - 13:28:17:
INFO - 13:28:17: ... 27%|██▋ | 8/30 [00:00<00:00, 195.93 it/sec, obj=-.177]
INFO - 13:28:17:
INFO - 13:28:17: ... 30%|███ | 9/30 [00:00<00:00, 193.80 it/sec, obj=-.177]
INFO - 13:28:17:
INFO - 13:28:17: ... 33%|███▎ | 10/30 [00:00<00:00, 192.19 it/sec, obj=-.177]
INFO - 13:28:17:
INFO - 13:28:17: ... 37%|███▋ | 11/30 [00:00<00:00, 200.52 it/sec, obj=-.177]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 12
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: -0.17693182961895998
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_1 = [ 7.59660557e-10 -2.91294365e-02 -4.40206163e-02 -5.30597917e-02
INFO - 13:28:17: -5.91294368e-02 -7.67607716e-02 -1.63239228e-01]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +--------+-------------+-------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+-------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 1.045173780953992 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+-------------------+-------------+-------+
INFO - 13:28:17: *** End StructureScenario execution (time: 0:00:00.059545) ***
INFO - 13:28:17: ... 18%|█▊ | 9/50 [00:02<00:09, 4.12 it/sec, obj=-1.73e+3]
INFO - 13:28:17:
INFO - 13:28:17: *** Start PropulsionScenario execution ***
INFO - 13:28:17: PropulsionScenario
INFO - 13:28:17: Disciplines: SobieskiPropulsion
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize y_34(x_3)
INFO - 13:28:17: with respect to x_3
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_3(x_3) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 2009.73 it/sec, obj=1.01]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 481.52 it/sec, obj=1.02]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 526.22 it/sec, obj=1.01]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 447.24 it/sec, obj=1.02]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 410.99 it/sec, obj=1.02]
INFO - 13:28:17:
INFO - 13:28:17: ... 20%|██ | 6/30 [00:00<00:00, 422.71 it/sec, obj=1.02]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: 1.016000144206171
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_3 = [-7.31050536e-01 -2.68949464e-01 8.88178420e-16 -1.65753519e-01]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.1765337509472551 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: *** End PropulsionScenario execution (time: 0:00:00.018310) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start AerodynamicsScenario execution ***
INFO - 13:28:17: AerodynamicsScenario
INFO - 13:28:17: Disciplines: SobieskiAerodynamics
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:17: with respect to x_2
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_2(x_2) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 983.89 it/sec, obj=-13]
INFO - 13:28:17:
WARNING - 13:28:17: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: 8
INFO - 13:28:17: Message: Positive directional derivative for linesearch
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:17: Solution:
WARNING - 13:28:17: The solution is not feasible.
INFO - 13:28:17: Objective: -13.032585586024217
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_2 = 0.006789165930262353
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: *** End AerodynamicsScenario execution (time: 0:00:00.012910) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start StructureScenario execution ***
INFO - 13:28:17: StructureScenario
INFO - 13:28:17: Disciplines: SobieskiStructure
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:17: with respect to x_1
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_1(x_1) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +--------+-------------+-------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+-------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 1.045173780953992 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+-------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 596.88 it/sec, obj=-.199]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 260.39 it/sec, obj=-.265]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 233.66 it/sec, obj=-.596]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 216.44 it/sec, obj=-.596]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 207.41 it/sec, obj=-.596]
INFO - 13:28:17:
INFO - 13:28:17: ... 20%|██ | 6/30 [00:00<00:00, 200.74 it/sec, obj=-.599]
INFO - 13:28:17:
INFO - 13:28:17: ... 23%|██▎ | 7/30 [00:00<00:00, 197.34 it/sec, obj=-.604]
INFO - 13:28:17:
INFO - 13:28:17: ... 27%|██▋ | 8/30 [00:00<00:00, 194.81 it/sec, obj=-.605]
INFO - 13:28:17:
INFO - 13:28:17: ... 30%|███ | 9/30 [00:00<00:00, 192.85 it/sec, obj=-.605]
INFO - 13:28:17:
INFO - 13:28:17: ... 33%|███▎ | 10/30 [00:00<00:00, 191.35 it/sec, obj=-.605]
INFO - 13:28:17:
INFO - 13:28:17: ... 37%|███▋ | 11/30 [00:00<00:00, 190.07 it/sec, obj=-.605]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 12
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: -0.6049250967740284
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_1 = [ 2.18820928e-08 -7.11385911e-03 -1.92530970e-02 -2.92829748e-02
INFO - 13:28:17: -3.71138664e-02 -2.24260819e-01 -1.57391811e-02]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.3956700596288923 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: *** End StructureScenario execution (time: 0:00:00.062506) ***
INFO - 13:28:17: ... 20%|██ | 10/50 [00:02<00:09, 4.07 it/sec, obj=-2.59e+3]
INFO - 13:28:17:
INFO - 13:28:17: *** Start PropulsionScenario execution ***
INFO - 13:28:17: PropulsionScenario
INFO - 13:28:17: Disciplines: SobieskiPropulsion
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize y_34(x_3)
INFO - 13:28:17: with respect to x_3
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_3(x_3) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.1765337509472551 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 1943.61 it/sec, obj=0.938]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 472.07 it/sec, obj=0.945]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 520.17 it/sec, obj=0.939]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 444.05 it/sec, obj=0.945]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 408.59 it/sec, obj=0.945]
INFO - 13:28:17:
INFO - 13:28:17: ... 20%|██ | 6/30 [00:00<00:00, 386.19 it/sec, obj=0.945]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: 0.9449429668739536
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_3 = [-7.57141852e-01 -2.42858148e-01 1.11022302e-15 -1.79769275e-01]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.1600060999443509 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: *** End PropulsionScenario execution (time: 0:00:00.019789) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start AerodynamicsScenario execution ***
INFO - 13:28:17: AerodynamicsScenario
INFO - 13:28:17: Disciplines: SobieskiAerodynamics
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:17: with respect to x_2
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_2(x_2) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 996.98 it/sec, obj=-6.66]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: 8
INFO - 13:28:17: Message: Positive directional derivative for linesearch
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: -6.65566291884671
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_2 = -5.838916921274695e-05
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: *** End AerodynamicsScenario execution (time: 0:00:00.007232) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start StructureScenario execution ***
INFO - 13:28:17: StructureScenario
INFO - 13:28:17: Disciplines: SobieskiStructure
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:17: with respect to x_1
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_1(x_1) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.3956700596288923 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 591.66 it/sec, obj=-.499]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 259.28 it/sec, obj=-.408]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 227.65 it/sec, obj=-.42]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 208.04 it/sec, obj=-.437]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 201.30 it/sec, obj=-.496]
INFO - 13:28:17:
INFO - 13:28:17: ... 20%|██ | 6/30 [00:00<00:00, 196.87 it/sec, obj=-.496]
INFO - 13:28:17:
INFO - 13:28:17: ... 23%|██▎ | 7/30 [00:00<00:00, 193.99 it/sec, obj=-.496]
INFO - 13:28:17:
INFO - 13:28:17: ... 27%|██▋ | 8/30 [00:00<00:00, 191.59 it/sec, obj=-.496]
INFO - 13:28:17:
INFO - 13:28:17: ... 30%|███ | 9/30 [00:00<00:00, 190.06 it/sec, obj=-.496]
INFO - 13:28:17:
INFO - 13:28:17: ... 33%|███▎ | 10/30 [00:00<00:00, 188.79 it/sec, obj=-.496]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 11
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: -0.49617938304732806
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_1 = [ 3.83093557e-12 -1.01681988e-02 -2.26892237e-02 -3.25816547e-02
INFO - 13:28:17: -4.01681988e-02 -1.89656066e-01 -5.03439336e-02]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.1919195677564518 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: *** End StructureScenario execution (time: 0:00:00.057604) ***
INFO - 13:28:17: ... 22%|██▏ | 11/50 [00:02<00:09, 4.12 it/sec, obj=-2.94e+3]
WARNING - 13:28:17: MDAJacobi has reached its maximum number of iterations but the normed residual 2.454972305510061e-14 is still above the tolerance 1e-14.
INFO - 13:28:17:
INFO - 13:28:17: *** Start PropulsionScenario execution ***
INFO - 13:28:17: PropulsionScenario
INFO - 13:28:17: Disciplines: SobieskiPropulsion
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize y_34(x_3)
INFO - 13:28:17: with respect to x_3
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_3(x_3) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.1600060999443509 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 2031.14 it/sec, obj=0.936]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 490.22 it/sec, obj=0.937]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 538.19 it/sec, obj=0.937]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 451.90 it/sec, obj=0.937]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 413.60 it/sec, obj=0.937]
INFO - 13:28:17:
INFO - 13:28:17: ... 20%|██ | 6/30 [00:00<00:00, 390.71 it/sec, obj=0.937]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: 0.9370546762479626
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_3 = [-6.66658445e-01 -3.33341555e-01 -2.22044605e-16 -1.81107058e-01]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_3 | 0.1 | 0.1585439126140074 | 1 | float |
INFO - 13:28:17: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: *** End PropulsionScenario execution (time: 0:00:00.019450) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start AerodynamicsScenario execution ***
INFO - 13:28:17: AerodynamicsScenario
INFO - 13:28:17: Disciplines: SobieskiAerodynamics
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:17: with respect to x_2
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_2(x_2) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 972.25 it/sec, obj=-6.19]
INFO - 13:28:17:
WARNING - 13:28:17: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: 8
INFO - 13:28:17: Message: Positive directional derivative for linesearch
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:17: Solution:
WARNING - 13:28:17: The solution is not feasible.
INFO - 13:28:17: Objective: -6.189440039501086
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_2 = 0.010000000000000009
INFO - 13:28:17: Design space:
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +------+-------------+-------+-------------+-------+
INFO - 13:28:17: *** End AerodynamicsScenario execution (time: 0:00:00.007591) ***
INFO - 13:28:17:
INFO - 13:28:17: *** Start StructureScenario execution ***
INFO - 13:28:17: StructureScenario
INFO - 13:28:17: Disciplines: SobieskiStructure
INFO - 13:28:17: MDO formulation: DisciplinaryOpt
INFO - 13:28:17: Optimization problem:
INFO - 13:28:17: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:17: with respect to x_1
INFO - 13:28:17: subject to constraints:
INFO - 13:28:17: g_1(x_1) <= 0.0
INFO - 13:28:17: over the design space:
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.1919195677564518 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:17: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:17:
INFO - 13:28:17: ... 3%|▎ | 1/30 [00:00<00:00, 557.60 it/sec, obj=-.445]
INFO - 13:28:17:
INFO - 13:28:17: ... 7%|▋ | 2/30 [00:00<00:00, 247.82 it/sec, obj=-.444]
INFO - 13:28:17:
INFO - 13:28:17: ... 10%|█ | 3/30 [00:00<00:00, 226.91 it/sec, obj=-.444]
INFO - 13:28:17:
INFO - 13:28:17: ... 13%|█▎ | 4/30 [00:00<00:00, 211.40 it/sec, obj=-.444]
INFO - 13:28:17:
INFO - 13:28:17: ... 17%|█▋ | 5/30 [00:00<00:00, 203.64 it/sec, obj=-.444]
INFO - 13:28:17:
INFO - 13:28:17:
INFO - 13:28:17: Optimization result:
INFO - 13:28:17: Optimizer info:
INFO - 13:28:17: Status: None
INFO - 13:28:17: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:17: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:17: Solution:
INFO - 13:28:17: The solution is feasible.
INFO - 13:28:17: Objective: -0.4438737208471965
INFO - 13:28:17: Standardized constraints:
INFO - 13:28:17: g_1 = [-5.64465659e-02 -3.16685293e-02 -3.27654540e-02 -3.77391106e-02
INFO - 13:28:17: -4.28530073e-02 -2.40000000e-01 -6.63413768e-12]
INFO - 13:28:17: Design space:
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: | x_1[0] | 0.1 | 0.1188877757376786 | 0.4 | float |
INFO - 13:28:17: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:17: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:17: *** End StructureScenario execution (time: 0:00:00.029183) ***
INFO - 13:28:18: ... 24%|██▍ | 12/50 [00:02<00:09, 4.06 it/sec, obj=-2.39e+3]
INFO - 13:28:18:
INFO - 13:28:18: *** Start PropulsionScenario execution ***
INFO - 13:28:18: PropulsionScenario
INFO - 13:28:18: Disciplines: SobieskiPropulsion
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize y_34(x_3)
INFO - 13:28:18: with respect to x_3
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_3(x_3) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_3 | 0.1 | 0.1585439126140074 | 1 | float |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 2003.01 it/sec, obj=0.964]
INFO - 13:28:18:
INFO - 13:28:18: ... 7%|▋ | 2/30 [00:00<00:00, 480.81 it/sec, obj=0.96]
INFO - 13:28:18:
INFO - 13:28:18: ... 10%|█ | 3/30 [00:00<00:00, 432.79 it/sec, obj=0.96]
INFO - 13:28:18:
INFO - 13:28:18: ... 13%|█▎ | 4/30 [00:00<00:00, 449.27 it/sec, obj=0.96]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: None
INFO - 13:28:18: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: 0.9603974676787147
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_3 = [-7.26739533e-01 -2.73260467e-01 4.44089210e-16 -1.79874840e-01]
INFO - 13:28:18: Design space:
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_3 | 0.1 | 0.1659098581266167 | 1 | float |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: *** End PropulsionScenario execution (time: 0:00:00.013058) ***
INFO - 13:28:18:
INFO - 13:28:18: *** Start AerodynamicsScenario execution ***
INFO - 13:28:18: AerodynamicsScenario
INFO - 13:28:18: Disciplines: SobieskiAerodynamics
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:18: with respect to x_2
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_2(x_2) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 983.19 it/sec, obj=-6.65]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: 8
INFO - 13:28:18: Message: Positive directional derivative for linesearch
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: -6.649273847157116
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_2 = -0.005867215623437172
INFO - 13:28:18: Design space:
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: *** End AerodynamicsScenario execution (time: 0:00:00.007165) ***
INFO - 13:28:18:
INFO - 13:28:18: *** Start StructureScenario execution ***
INFO - 13:28:18: StructureScenario
INFO - 13:28:18: Disciplines: SobieskiStructure
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:18: with respect to x_1
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_1(x_1) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_1[0] | 0.1 | 0.1188877757376786 | 0.4 | float |
INFO - 13:28:18: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 601.25 it/sec, obj=-.476]
INFO - 13:28:18:
INFO - 13:28:18: ... 7%|▋ | 2/30 [00:00<00:00, 257.45 it/sec, obj=-.476]
INFO - 13:28:18:
INFO - 13:28:18: ... 10%|█ | 3/30 [00:00<00:00, 226.79 it/sec, obj=-.476]
INFO - 13:28:18:
INFO - 13:28:18: ... 13%|█▎ | 4/30 [00:00<00:00, 210.20 it/sec, obj=-.476]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: None
INFO - 13:28:18: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: -0.4761334269920351
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_1 = [-1.99840144e-14 -1.40526874e-02 -2.70592734e-02 -3.67769024e-02
INFO - 13:28:18: -4.40526874e-02 -1.57218816e-01 -8.27811842e-02]
INFO - 13:28:18: Design space:
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_1[0] | 0.1 | 0.1183356752123934 | 0.4 | float |
INFO - 13:28:18: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: *** End StructureScenario execution (time: 0:00:00.023651) ***
INFO - 13:28:18: ... 26%|██▌ | 13/50 [00:03<00:09, 3.97 it/sec, obj=-2.66e+3]
WARNING - 13:28:18: MDAJacobi has reached its maximum number of iterations but the normed residual 2.454972305510061e-14 is still above the tolerance 1e-14.
INFO - 13:28:18:
INFO - 13:28:18: *** Start PropulsionScenario execution ***
INFO - 13:28:18: PropulsionScenario
INFO - 13:28:18: Disciplines: SobieskiPropulsion
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize y_34(x_3)
INFO - 13:28:18: with respect to x_3
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_3(x_3) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_3 | 0.1 | 0.1659098581266167 | 1 | float |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 1712.66 it/sec, obj=0.973]
INFO - 13:28:18:
INFO - 13:28:18: ... 7%|▋ | 2/30 [00:00<00:00, 450.81 it/sec, obj=0.971]
INFO - 13:28:18:
INFO - 13:28:18: ... 10%|█ | 3/30 [00:00<00:00, 414.21 it/sec, obj=0.971]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: 8
INFO - 13:28:18: Message: Positive directional derivative for linesearch
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 16
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: 0.9711461728534313
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_3 = [-7.58632364e-01 -2.41367636e-01 8.88178420e-16 -1.79639423e-01]
INFO - 13:28:18: Design space:
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_3 | 0.1 | 0.1702740858955722 | 1 | float |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: *** End PropulsionScenario execution (time: 0:00:00.021157) ***
INFO - 13:28:18:
INFO - 13:28:18: *** Start AerodynamicsScenario execution ***
INFO - 13:28:18: AerodynamicsScenario
INFO - 13:28:18: Disciplines: SobieskiAerodynamics
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:18: with respect to x_2
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_2(x_2) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 1001.74 it/sec, obj=-6.54]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: 8
INFO - 13:28:18: Message: Positive directional derivative for linesearch
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: -6.54138910369114
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_2 = -0.00782710980650081
INFO - 13:28:18: Design space:
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: *** End AerodynamicsScenario execution (time: 0:00:00.007218) ***
INFO - 13:28:18:
INFO - 13:28:18: *** Start StructureScenario execution ***
INFO - 13:28:18: StructureScenario
INFO - 13:28:18: Disciplines: SobieskiStructure
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:18: with respect to x_1
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_1(x_1) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_1[0] | 0.1 | 0.1183356752123934 | 0.4 | float |
INFO - 13:28:18: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 612.49 it/sec, obj=-.464]
INFO - 13:28:18:
INFO - 13:28:18: ... 7%|▋ | 2/30 [00:00<00:00, 259.86 it/sec, obj=-.464]
INFO - 13:28:18:
INFO - 13:28:18: ... 10%|█ | 3/30 [00:00<00:00, 231.32 it/sec, obj=-.464]
INFO - 13:28:18:
INFO - 13:28:18: ... 13%|█▎ | 4/30 [00:00<00:00, 212.40 it/sec, obj=-.464]
INFO - 13:28:18:
INFO - 13:28:18: ... 17%|█▋ | 5/30 [00:00<00:00, 204.20 it/sec, obj=-.464]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: None
INFO - 13:28:18: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: -0.46413096353021727
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_1 = [-2.66453526e-15 -1.49546716e-02 -2.80740056e-02 -3.77510454e-02
INFO - 13:28:18: -4.49546716e-02 -1.48161906e-01 -9.18380936e-02]
INFO - 13:28:18: Design space:
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_1[0] | 0.1 | 0.1000633672746141 | 0.4 | float |
INFO - 13:28:18: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: *** End StructureScenario execution (time: 0:00:00.029170) ***
INFO - 13:28:18: ... 28%|██▊ | 14/50 [00:03<00:09, 3.95 it/sec, obj=-2.54e+3]
INFO - 13:28:18:
INFO - 13:28:18: *** Start PropulsionScenario execution ***
INFO - 13:28:18: PropulsionScenario
INFO - 13:28:18: Disciplines: SobieskiPropulsion
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize y_34(x_3)
INFO - 13:28:18: with respect to x_3
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_3(x_3) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_3 | 0.1 | 0.1702740858955722 | 1 | float |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 1144.73 it/sec, obj=0.961]
INFO - 13:28:18:
INFO - 13:28:18: ... 7%|▋ | 2/30 [00:00<00:00, 448.16 it/sec, obj=0.964]
INFO - 13:28:18:
INFO - 13:28:18: ... 10%|█ | 3/30 [00:00<00:00, 505.48 it/sec, obj=0.961]
INFO - 13:28:18:
INFO - 13:28:18: ... 13%|█▎ | 4/30 [00:00<00:00, 434.79 it/sec, obj=0.964]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: 8
INFO - 13:28:18: Message: Positive directional derivative for linesearch
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: 0.963933399861949
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_3 = [-0.69021057 -0.30978943 0. -0.17639239]
INFO - 13:28:18: Design space:
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_3 | 0.1 | 0.1637941876933404 | 1 | float |
INFO - 13:28:18: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: *** End PropulsionScenario execution (time: 0:00:00.015411) ***
INFO - 13:28:18:
INFO - 13:28:18: *** Start AerodynamicsScenario execution ***
INFO - 13:28:18: AerodynamicsScenario
INFO - 13:28:18: Disciplines: SobieskiAerodynamics
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:18: with respect to x_2
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_2(x_2) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 978.83 it/sec, obj=-6.26]
INFO - 13:28:18:
WARNING - 13:28:18: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: 8
INFO - 13:28:18: Message: Positive directional derivative for linesearch
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:18: Solution:
WARNING - 13:28:18: The solution is not feasible.
INFO - 13:28:18: Objective: -6.258231561167342
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_2 = 0.008540984878289581
INFO - 13:28:18: Design space:
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +------+-------------+-------+-------------+-------+
INFO - 13:28:18: *** End AerodynamicsScenario execution (time: 0:00:00.012828) ***
INFO - 13:28:18:
INFO - 13:28:18: *** Start StructureScenario execution ***
INFO - 13:28:18: StructureScenario
INFO - 13:28:18: Disciplines: SobieskiStructure
INFO - 13:28:18: MDO formulation: DisciplinaryOpt
INFO - 13:28:18: Optimization problem:
INFO - 13:28:18: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:18: with respect to x_1
INFO - 13:28:18: subject to constraints:
INFO - 13:28:18: g_1(x_1) <= 0.0
INFO - 13:28:18: over the design space:
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_1[0] | 0.1 | 0.1000633672746141 | 0.4 | float |
INFO - 13:28:18: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:18: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:18:
INFO - 13:28:18: ... 3%|▎ | 1/30 [00:00<00:00, 595.02 it/sec, obj=-.471]
INFO - 13:28:18:
INFO - 13:28:18: ... 7%|▋ | 2/30 [00:00<00:00, 259.93 it/sec, obj=-.471]
INFO - 13:28:18:
INFO - 13:28:18: ... 10%|█ | 3/30 [00:00<00:00, 230.35 it/sec, obj=-.472]
INFO - 13:28:18:
INFO - 13:28:18: ... 13%|█▎ | 4/30 [00:00<00:00, 214.01 it/sec, obj=-.472]
INFO - 13:28:18:
INFO - 13:28:18: ... 17%|█▋ | 5/30 [00:00<00:00, 205.86 it/sec, obj=-.474]
INFO - 13:28:18:
INFO - 13:28:18: ... 20%|██ | 6/30 [00:00<00:00, 200.59 it/sec, obj=-.474]
INFO - 13:28:18:
INFO - 13:28:18: ... 23%|██▎ | 7/30 [00:00<00:00, 197.04 it/sec, obj=-.474]
INFO - 13:28:18:
INFO - 13:28:18: ... 27%|██▋ | 8/30 [00:00<00:00, 194.36 it/sec, obj=-.474]
INFO - 13:28:18:
INFO - 13:28:18: ... 30%|███ | 9/30 [00:00<00:00, 192.46 it/sec, obj=-.474]
INFO - 13:28:18:
INFO - 13:28:18:
INFO - 13:28:18: Optimization result:
INFO - 13:28:18: Optimizer info:
INFO - 13:28:18: Status: None
INFO - 13:28:18: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:18: Number of calls to the objective function by the optimizer: 10
INFO - 13:28:18: Solution:
INFO - 13:28:18: The solution is feasible.
INFO - 13:28:18: Objective: -0.47420064899179054
INFO - 13:28:18: Standardized constraints:
INFO - 13:28:18: g_1 = [-1.37160202e-02 -1.08468448e-02 -2.00236953e-02 -2.89254659e-02
INFO - 13:28:18: -3.62748381e-02 -2.40000000e-01 1.01363362e-13]
INFO - 13:28:18: Design space:
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: | x_1[0] | 0.1 | 0.3207411976950831 | 0.4 | float |
INFO - 13:28:18: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:18: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:18: *** End StructureScenario execution (time: 0:00:00.051397) ***
INFO - 13:28:18: ... 30%|███ | 15/50 [00:03<00:09, 3.85 it/sec, obj=-2.57e+3]
WARNING - 13:28:19: MDAJacobi has reached its maximum number of iterations but the normed residual 1.802462167006051e-14 is still above the tolerance 1e-14.
INFO - 13:28:19:
INFO - 13:28:19: *** Start PropulsionScenario execution ***
INFO - 13:28:19: PropulsionScenario
INFO - 13:28:19: Disciplines: SobieskiPropulsion
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize y_34(x_3)
INFO - 13:28:19: with respect to x_3
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_3(x_3) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1637941876933404 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 1997.29 it/sec, obj=0.977]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 485.34 it/sec, obj=0.973]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 438.77 it/sec, obj=0.973]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 238.99 it/sec, obj=0.973]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: None
INFO - 13:28:19: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 22
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: 0.9731108113885157
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_3 = [-7.43689242e-01 -2.56310758e-01 -1.11022302e-16 -1.79696269e-01]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1712460465484112 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: *** End PropulsionScenario execution (time: 0:00:00.020965) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start AerodynamicsScenario execution ***
INFO - 13:28:19: AerodynamicsScenario
INFO - 13:28:19: Disciplines: SobieskiAerodynamics
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:19: with respect to x_2
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_2(x_2) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 1009.22 it/sec, obj=-6.45]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: 8
INFO - 13:28:19: Message: Positive directional derivative for linesearch
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: -6.446121500379364
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_2 = -0.006592326650419755
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: *** End AerodynamicsScenario execution (time: 0:00:00.007148) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start StructureScenario execution ***
INFO - 13:28:19: StructureScenario
INFO - 13:28:19: Disciplines: SobieskiStructure
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:19: with respect to x_1
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_1(x_1) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.3207411976950831 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 608.49 it/sec, obj=-.468]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 255.77 it/sec, obj=-.367]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 230.79 it/sec, obj=-.382]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 213.36 it/sec, obj=-.392]
INFO - 13:28:19:
INFO - 13:28:19: ... 17%|█▋ | 5/30 [00:00<00:00, 205.37 it/sec, obj=-.453]
INFO - 13:28:19:
INFO - 13:28:19: ... 20%|██ | 6/30 [00:00<00:00, 199.60 it/sec, obj=-.466]
INFO - 13:28:19:
INFO - 13:28:19: ... 23%|██▎ | 7/30 [00:00<00:00, 196.20 it/sec, obj=-.466]
INFO - 13:28:19:
INFO - 13:28:19: ... 27%|██▋ | 8/30 [00:00<00:00, 193.34 it/sec, obj=-.466]
INFO - 13:28:19:
INFO - 13:28:19: ... 30%|███ | 9/30 [00:00<00:00, 191.53 it/sec, obj=-.466]
INFO - 13:28:19:
INFO - 13:28:19: ... 33%|███▎ | 10/30 [00:00<00:00, 190.11 it/sec, obj=-.466]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: None
INFO - 13:28:19: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 11
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: -0.46573608229602165
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_1 = [-1.18399734e-10 -1.42651862e-02 -2.72983344e-02 -3.70064010e-02
INFO - 13:28:19: -4.42651862e-02 -1.54344125e-01 -8.56558746e-02]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.1053707207375994 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.7500000001550864 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: *** End StructureScenario execution (time: 0:00:00.057263) ***
INFO - 13:28:19: ... 32%|███▏ | 16/50 [00:04<00:08, 3.79 it/sec, obj=-2.51e+3]
INFO - 13:28:19:
INFO - 13:28:19: *** Start PropulsionScenario execution ***
INFO - 13:28:19: PropulsionScenario
INFO - 13:28:19: Disciplines: SobieskiPropulsion
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize y_34(x_3)
INFO - 13:28:19: with respect to x_3
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_3(x_3) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1712460465484112 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 2000.14 it/sec, obj=1.02]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 485.26 it/sec, obj=1.01]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 436.24 it/sec, obj=1.01]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 451.50 it/sec, obj=1.01]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: None
INFO - 13:28:19: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: 1.0074936665977883
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_3 = [-7.32109602e-01 -2.67890398e-01 6.66133815e-16 -1.79257416e-01]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1906737348891081 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: *** End PropulsionScenario execution (time: 0:00:00.012979) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start AerodynamicsScenario execution ***
INFO - 13:28:19: AerodynamicsScenario
INFO - 13:28:19: Disciplines: SobieskiAerodynamics
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:19: with respect to x_2
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_2(x_2) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 1002.70 it/sec, obj=-5.9]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: 8
INFO - 13:28:19: Message: Positive directional derivative for linesearch
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: -5.904912939792554
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_2 = -0.007128951629473468
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: *** End AerodynamicsScenario execution (time: 0:00:00.007144) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start StructureScenario execution ***
INFO - 13:28:19: StructureScenario
INFO - 13:28:19: Disciplines: SobieskiStructure
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:19: with respect to x_1
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_1(x_1) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.1053707207375994 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.7500000001550864 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 592.25 it/sec, obj=-.471]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 259.95 it/sec, obj=-.471]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 233.74 it/sec, obj=-.471]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 216.20 it/sec, obj=-.471]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: None
INFO - 13:28:19: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: -0.4707258532110072
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_1 = [-7.14561743e-11 -1.45389238e-02 -2.76062893e-02 -3.73020377e-02
INFO - 13:28:19: -4.45389238e-02 -1.51758318e-01 -8.82416822e-02]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.1011926693246881 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: *** End StructureScenario execution (time: 0:00:00.023100) ***
WARNING - 13:28:19: MDAJacobi has reached its maximum number of iterations but the normed residual 5.457492715902317e-14 is still above the tolerance 1e-14.
INFO - 13:28:19: ... 34%|███▍ | 17/50 [00:04<00:08, 3.75 it/sec, obj=-2.2e+3]
INFO - 13:28:19:
INFO - 13:28:19: *** Start PropulsionScenario execution ***
INFO - 13:28:19: PropulsionScenario
INFO - 13:28:19: Disciplines: SobieskiPropulsion
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize y_34(x_3)
INFO - 13:28:19: with respect to x_3
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_3(x_3) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1906737348891081 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 1958.13 it/sec, obj=0.936]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 488.05 it/sec, obj=0.947]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 535.94 it/sec, obj=0.938]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 451.09 it/sec, obj=0.947]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: 8
INFO - 13:28:19: Message: Positive directional derivative for linesearch
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: 0.9473255645867308
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_3 = [-7.84048646e-01 -2.15951354e-01 4.44089210e-16 -1.81511775e-01]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1625189423846049 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: *** End PropulsionScenario execution (time: 0:00:00.019275) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start AerodynamicsScenario execution ***
INFO - 13:28:19: AerodynamicsScenario
INFO - 13:28:19: Disciplines: SobieskiAerodynamics
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:19: with respect to x_2
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_2(x_2) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 1020.51 it/sec, obj=-6.73]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: 8
INFO - 13:28:19: Message: Positive directional derivative for linesearch
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: -6.729738181724302
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_2 = -0.005752973418739593
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: *** End AerodynamicsScenario execution (time: 0:00:00.007142) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start StructureScenario execution ***
INFO - 13:28:19: StructureScenario
INFO - 13:28:19: Disciplines: SobieskiStructure
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:19: with respect to x_1
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_1(x_1) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.1011926693246881 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 613.20 it/sec, obj=-.462]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 256.01 it/sec, obj=-.462]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 231.04 it/sec, obj=-.462]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 214.52 it/sec, obj=-.463]
INFO - 13:28:19:
INFO - 13:28:19: ... 17%|█▋ | 5/30 [00:00<00:00, 206.20 it/sec, obj=-.463]
INFO - 13:28:19:
INFO - 13:28:19: ... 20%|██ | 6/30 [00:00<00:00, 200.97 it/sec, obj=-.463]
INFO - 13:28:19:
INFO - 13:28:19: ... 23%|██▎ | 7/30 [00:00<00:00, 197.44 it/sec, obj=-.463]
INFO - 13:28:19:
INFO - 13:28:19: ... 27%|██▋ | 8/30 [00:00<00:00, 195.01 it/sec, obj=-.463]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: None
INFO - 13:28:19: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 9
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: -0.46272917670502467
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_1 = [ 3.10862447e-15 -1.45919486e-02 -2.76659422e-02 -3.73593045e-02
INFO - 13:28:19: -4.45919486e-02 -1.55447764e-01 -8.45522363e-02]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.1423784710439869 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: *** End StructureScenario execution (time: 0:00:00.045645) ***
INFO - 13:28:19: ... 36%|███▌ | 18/50 [00:04<00:08, 3.79 it/sec, obj=-2.76e+3]
INFO - 13:28:19:
INFO - 13:28:19: *** Start PropulsionScenario execution ***
INFO - 13:28:19: PropulsionScenario
INFO - 13:28:19: Disciplines: SobieskiPropulsion
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize y_34(x_3)
INFO - 13:28:19: with respect to x_3
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_3(x_3) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1625189423846049 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 2042.02 it/sec, obj=0.944]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 492.06 it/sec, obj=0.945]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 541.85 it/sec, obj=0.944]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 454.98 it/sec, obj=0.945]
INFO - 13:28:19:
INFO - 13:28:19: ... 17%|█▋ | 5/30 [00:00<00:00, 408.98 it/sec, obj=0.945]
INFO - 13:28:19:
INFO - 13:28:19: ... 20%|██ | 6/30 [00:00<00:00, 360.96 it/sec, obj=0.945]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: None
INFO - 13:28:19: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: 0.9451077166343504
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_3 = [-8.90471283e-01 -1.09528717e-01 2.22044605e-16 -1.79740946e-01]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_3 | 0.1 | 0.1600373068220878 | 1 | float |
INFO - 13:28:19: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: *** End PropulsionScenario execution (time: 0:00:00.020718) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start AerodynamicsScenario execution ***
INFO - 13:28:19: AerodynamicsScenario
INFO - 13:28:19: Disciplines: SobieskiAerodynamics
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:19: with respect to x_2
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_2(x_2) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 1021.01 it/sec, obj=-7.69]
INFO - 13:28:19:
WARNING - 13:28:19: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: 8
INFO - 13:28:19: Message: Positive directional derivative for linesearch
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:19: Solution:
WARNING - 13:28:19: The solution is not feasible.
INFO - 13:28:19: Objective: -7.685505183089808
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_2 = 0.008407339558974547
INFO - 13:28:19: Design space:
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +------+-------------+-------+-------------+-------+
INFO - 13:28:19: *** End AerodynamicsScenario execution (time: 0:00:00.007484) ***
INFO - 13:28:19:
INFO - 13:28:19: *** Start StructureScenario execution ***
INFO - 13:28:19: StructureScenario
INFO - 13:28:19: Disciplines: SobieskiStructure
INFO - 13:28:19: MDO formulation: DisciplinaryOpt
INFO - 13:28:19: Optimization problem:
INFO - 13:28:19: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:19: with respect to x_1
INFO - 13:28:19: subject to constraints:
INFO - 13:28:19: g_1(x_1) <= 0.0
INFO - 13:28:19: over the design space:
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.1423784710439869 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:19: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:19: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:19:
INFO - 13:28:19: ... 3%|▎ | 1/30 [00:00<00:00, 601.68 it/sec, obj=-.395]
INFO - 13:28:19:
INFO - 13:28:19: ... 7%|▋ | 2/30 [00:00<00:00, 258.91 it/sec, obj=-.395]
INFO - 13:28:19:
INFO - 13:28:19: ... 10%|█ | 3/30 [00:00<00:00, 232.89 it/sec, obj=-.395]
INFO - 13:28:19:
INFO - 13:28:19: ... 13%|█▎ | 4/30 [00:00<00:00, 216.30 it/sec, obj=-.395]
INFO - 13:28:19:
INFO - 13:28:19: ... 17%|█▋ | 5/30 [00:00<00:00, 207.42 it/sec, obj=-.396]
INFO - 13:28:19:
INFO - 13:28:19: ... 20%|██ | 6/30 [00:00<00:00, 202.01 it/sec, obj=-.397]
INFO - 13:28:19:
INFO - 13:28:19:
INFO - 13:28:19: Optimization result:
INFO - 13:28:19: Optimizer info:
INFO - 13:28:19: Status: 8
INFO - 13:28:19: Message: Positive directional derivative for linesearch
INFO - 13:28:19: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:19: Solution:
INFO - 13:28:19: The solution is feasible.
INFO - 13:28:19: Objective: -0.397071015917275
INFO - 13:28:19: Standardized constraints:
INFO - 13:28:19: g_1 = [-0.02530497 -0.03021458 -0.03891516 -0.04613415 -0.05177959 -0.18366785
INFO - 13:28:19: -0.05633215]
INFO - 13:28:19: Design space:
INFO - 13:28:19: +--------+-------------+-------+-------------+-------+
INFO - 13:28:19: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:19: +--------+-------------+-------+-------------+-------+
INFO - 13:28:19: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:19: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:19: +--------+-------------+-------+-------------+-------+
INFO - 13:28:19: *** End StructureScenario execution (time: 0:00:00.037810) ***
WARNING - 13:28:20: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 13:28:20: ... 38%|███▊ | 19/50 [00:04<00:08, 3.80 it/sec, obj=-2.64e+3]
INFO - 13:28:20:
INFO - 13:28:20: *** Start PropulsionScenario execution ***
INFO - 13:28:20: PropulsionScenario
INFO - 13:28:20: Disciplines: SobieskiPropulsion
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize y_34(x_3)
INFO - 13:28:20: with respect to x_3
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_3(x_3) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_3 | 0.1 | 0.1600373068220878 | 1 | float |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 1914.33 it/sec, obj=0.938]
INFO - 13:28:20:
INFO - 13:28:20: ... 7%|▋ | 2/30 [00:00<00:00, 470.13 it/sec, obj=0.938]
INFO - 13:28:20:
INFO - 13:28:20: ... 10%|█ | 3/30 [00:00<00:00, 518.60 it/sec, obj=0.938]
INFO - 13:28:20:
INFO - 13:28:20: ... 13%|█▎ | 4/30 [00:00<00:00, 442.22 it/sec, obj=0.938]
INFO - 13:28:20:
INFO - 13:28:20: ... 17%|█▋ | 5/30 [00:00<00:00, 405.87 it/sec, obj=0.938]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: 8
INFO - 13:28:20: Message: Positive directional derivative for linesearch
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: 0.9380904430205005
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_3 = [-7.46053928e-01 -2.53946072e-01 2.22044605e-16 -1.81161283e-01]
INFO - 13:28:20: Design space:
INFO - 13:28:20: +------+-------------+------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+------------------+-------------+-------+
INFO - 13:28:20: | x_3 | 0.1 | 0.15893574288253 | 1 | float |
INFO - 13:28:20: +------+-------------+------------------+-------------+-------+
INFO - 13:28:20: *** End PropulsionScenario execution (time: 0:00:00.022922) ***
INFO - 13:28:20:
INFO - 13:28:20: *** Start AerodynamicsScenario execution ***
INFO - 13:28:20: AerodynamicsScenario
INFO - 13:28:20: Disciplines: SobieskiAerodynamics
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:20: with respect to x_2
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_2(x_2) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 1007.52 it/sec, obj=-7.03]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: 8
INFO - 13:28:20: Message: Positive directional derivative for linesearch
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: -7.028655629274919
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_2 = -0.0063450383543008915
INFO - 13:28:20: Design space:
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: *** End AerodynamicsScenario execution (time: 0:00:00.007253) ***
INFO - 13:28:20:
INFO - 13:28:20: *** Start StructureScenario execution ***
INFO - 13:28:20: StructureScenario
INFO - 13:28:20: Disciplines: SobieskiStructure
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:20: with respect to x_1
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_1(x_1) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +--------+-------------+-------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +--------+-------------+-------+-------------+-------+
INFO - 13:28:20: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:28:20: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:20: +--------+-------------+-------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 579.64 it/sec, obj=-.451]
INFO - 13:28:20:
INFO - 13:28:20: ... 7%|▋ | 2/30 [00:00<00:00, 257.04 it/sec, obj=-.356]
INFO - 13:28:20:
INFO - 13:28:20: ... 10%|█ | 3/30 [00:00<00:00, 227.21 it/sec, obj=-.371]
INFO - 13:28:20:
INFO - 13:28:20: ... 13%|█▎ | 4/30 [00:00<00:00, 212.03 it/sec, obj=-.375]
INFO - 13:28:20:
INFO - 13:28:20: ... 17%|█▋ | 5/30 [00:00<00:00, 204.26 it/sec, obj=-.395]
INFO - 13:28:20:
INFO - 13:28:20: ... 20%|██ | 6/30 [00:00<00:00, 197.69 it/sec, obj=-.448]
INFO - 13:28:20:
INFO - 13:28:20: ... 23%|██▎ | 7/30 [00:00<00:00, 193.40 it/sec, obj=-.448]
INFO - 13:28:20:
INFO - 13:28:20: ... 27%|██▋ | 8/30 [00:00<00:00, 191.49 it/sec, obj=-.448]
INFO - 13:28:20:
INFO - 13:28:20: ... 30%|███ | 9/30 [00:00<00:00, 190.20 it/sec, obj=-.449]
INFO - 13:28:20:
INFO - 13:28:20: ... 33%|███▎ | 10/30 [00:00<00:00, 188.10 it/sec, obj=-.449]
INFO - 13:28:20:
INFO - 13:28:20: ... 37%|███▋ | 11/30 [00:00<00:00, 187.22 it/sec, obj=-.449]
INFO - 13:28:20:
INFO - 13:28:20: ... 40%|████ | 12/30 [00:00<00:00, 186.47 it/sec, obj=-.449]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: None
INFO - 13:28:20: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 13
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: -0.44859331221952764
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_1 = [-7.58927809e-10 -1.56463195e-02 -2.88521093e-02 -3.84980248e-02
INFO - 13:28:20: -4.56463193e-02 -1.49823805e-01 -9.01761945e-02]
INFO - 13:28:20: Design space:
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_1[0] | 0.1 | 0.1704164366660615 | 0.4 | float |
INFO - 13:28:20: | x_1[1] | 0.75 | 0.750000000318732 | 1.25 | float |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: *** End StructureScenario execution (time: 0:00:00.069058) ***
INFO - 13:28:20: ... 40%|████ | 20/50 [00:05<00:07, 3.77 it/sec, obj=-2.74e+3]
WARNING - 13:28:20: MDAJacobi has reached its maximum number of iterations but the normed residual 3.951685732148849e-12 is still above the tolerance 1e-14.
INFO - 13:28:20:
INFO - 13:28:20: *** Start PropulsionScenario execution ***
INFO - 13:28:20: PropulsionScenario
INFO - 13:28:20: Disciplines: SobieskiPropulsion
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize y_34(x_3)
INFO - 13:28:20: with respect to x_3
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_3(x_3) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +------+-------------+------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+------------------+-------------+-------+
INFO - 13:28:20: | x_3 | 0.1 | 0.15893574288253 | 1 | float |
INFO - 13:28:20: +------+-------------+------------------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 1141.00 it/sec, obj=0.923]
INFO - 13:28:20:
INFO - 13:28:20: ... 7%|▋ | 2/30 [00:00<00:00, 434.42 it/sec, obj=0.924]
INFO - 13:28:20:
INFO - 13:28:20: ... 10%|█ | 3/30 [00:00<00:00, 489.80 it/sec, obj=0.923]
INFO - 13:28:20:
INFO - 13:28:20: ... 13%|█▎ | 4/30 [00:00<00:00, 427.75 it/sec, obj=0.924]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: 8
INFO - 13:28:20: Message: Positive directional derivative for linesearch
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 8
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: 0.9239330847904542
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_3 = [-6.24137363e-01 -3.75862637e-01 2.22044605e-16 -1.83255000e-01]
INFO - 13:28:20: Design space:
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: *** End PropulsionScenario execution (time: 0:00:00.016842) ***
INFO - 13:28:20:
INFO - 13:28:20: *** Start AerodynamicsScenario execution ***
INFO - 13:28:20: AerodynamicsScenario
INFO - 13:28:20: Disciplines: SobieskiAerodynamics
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:20: with respect to x_2
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_2(x_2) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 970.45 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 7%|▋ | 2/30 [00:00<00:00, 404.99 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 10%|█ | 3/30 [00:00<00:00, 457.58 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 13%|█▎ | 4/30 [00:00<00:00, 482.56 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 17%|█▋ | 5/30 [00:00<00:00, 497.16 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 20%|██ | 6/30 [00:00<00:00, 508.48 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 23%|██▎ | 7/30 [00:00<00:00, 515.70 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 27%|██▋ | 8/30 [00:00<00:00, 522.20 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 30%|███ | 9/30 [00:00<00:00, 526.44 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 33%|███▎ | 10/30 [00:00<00:00, 528.62 it/sec, obj=-6.78]
INFO - 13:28:20:
INFO - 13:28:20: ... 37%|███▋ | 11/30 [00:00<00:00, 532.02 it/sec, obj=-6.78]
INFO - 13:28:20:
WARNING - 13:28:20: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: 8
INFO - 13:28:20: Message: Positive directional derivative for linesearch
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 68
INFO - 13:28:20: Solution:
WARNING - 13:28:20: The solution is not feasible.
INFO - 13:28:20: Objective: -6.783387674013115
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_2 = 0.00013985320301790338
INFO - 13:28:20: Design space:
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: *** End AerodynamicsScenario execution (time: 0:00:00.035765) ***
INFO - 13:28:20:
INFO - 13:28:20: *** Start StructureScenario execution ***
INFO - 13:28:20: StructureScenario
INFO - 13:28:20: Disciplines: SobieskiStructure
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:20: with respect to x_1
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_1(x_1) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_1[0] | 0.1 | 0.1704164366660615 | 0.4 | float |
INFO - 13:28:20: | x_1[1] | 0.75 | 0.750000000318732 | 1.25 | float |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 600.90 it/sec, obj=-.456]
INFO - 13:28:20:
INFO - 13:28:20: ... 7%|▋ | 2/30 [00:00<00:00, 252.10 it/sec, obj=-.456]
INFO - 13:28:20:
INFO - 13:28:20: ... 10%|█ | 3/30 [00:00<00:00, 229.11 it/sec, obj=-.456]
INFO - 13:28:20:
INFO - 13:28:20: ... 13%|█▎ | 4/30 [00:00<00:00, 210.16 it/sec, obj=-.456]
INFO - 13:28:20:
INFO - 13:28:20: ... 17%|█▋ | 5/30 [00:00<00:00, 203.18 it/sec, obj=-.457]
INFO - 13:28:20:
INFO - 13:28:20: ... 20%|██ | 6/30 [00:00<00:00, 198.68 it/sec, obj=-.457]
INFO - 13:28:20:
INFO - 13:28:20: ... 23%|██▎ | 7/30 [00:00<00:00, 195.52 it/sec, obj=-.457]
INFO - 13:28:20:
INFO - 13:28:20: ... 27%|██▋ | 8/30 [00:00<00:00, 193.33 it/sec, obj=-.457]
INFO - 13:28:20:
INFO - 13:28:20: ... 30%|███ | 9/30 [00:00<00:00, 191.71 it/sec, obj=-.457]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: None
INFO - 13:28:20: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 10
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: -0.456702401401829
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_1 = [-2.48689958e-14 -1.43890166e-02 -2.74376436e-02 -3.71401379e-02
INFO - 13:28:20: -4.43890166e-02 -1.74383417e-01 -6.56165833e-02]
INFO - 13:28:20: Design space:
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_1[0] | 0.1 | 0.3038300592498171 | 0.4 | float |
INFO - 13:28:20: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: *** End StructureScenario execution (time: 0:00:00.051645) ***
WARNING - 13:28:20: MDAJacobi has reached its maximum number of iterations but the normed residual 3.004250865359136e-14 is still above the tolerance 1e-14.
INFO - 13:28:20: ... 42%|████▏ | 21/50 [00:05<00:07, 3.69 it/sec, obj=-2.7e+3]
INFO - 13:28:20:
INFO - 13:28:20: *** Start PropulsionScenario execution ***
INFO - 13:28:20: PropulsionScenario
INFO - 13:28:20: Disciplines: SobieskiPropulsion
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize y_34(x_3)
INFO - 13:28:20: with respect to x_3
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_3(x_3) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 2023.30 it/sec, obj=0.924]
INFO - 13:28:20:
INFO - 13:28:20: ... 7%|▋ | 2/30 [00:00<00:00, 488.59 it/sec, obj=0.924]
INFO - 13:28:20:
INFO - 13:28:20: ... 10%|█ | 3/30 [00:00<00:00, 537.36 it/sec, obj=0.924]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: None
INFO - 13:28:20: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: 0.9239330847904542
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_3 = [-8.07638733e-01 -1.92361267e-01 2.22044605e-16 -1.83255000e-01]
INFO - 13:28:20: Design space:
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:28:20: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: *** End PropulsionScenario execution (time: 0:00:00.009702) ***
INFO - 13:28:20:
INFO - 13:28:20: *** Start AerodynamicsScenario execution ***
INFO - 13:28:20: AerodynamicsScenario
INFO - 13:28:20: Disciplines: SobieskiAerodynamics
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:20: with respect to x_2
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_2(x_2) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 1881.70 it/sec, obj=-7.03]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: 8
INFO - 13:28:20: Message: Positive directional derivative for linesearch
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: -7.034013578097051
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_2 = -0.011038943603721485
INFO - 13:28:20: Design space:
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:20: +------+-------------+-------+-------------+-------+
INFO - 13:28:20: *** End AerodynamicsScenario execution (time: 0:00:00.006654) ***
INFO - 13:28:20:
INFO - 13:28:20: *** Start StructureScenario execution ***
INFO - 13:28:20: StructureScenario
INFO - 13:28:20: Disciplines: SobieskiStructure
INFO - 13:28:20: MDO formulation: DisciplinaryOpt
INFO - 13:28:20: Optimization problem:
INFO - 13:28:20: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:20: with respect to x_1
INFO - 13:28:20: subject to constraints:
INFO - 13:28:20: g_1(x_1) <= 0.0
INFO - 13:28:20: over the design space:
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_1[0] | 0.1 | 0.3038300592498171 | 0.4 | float |
INFO - 13:28:20: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:20: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:20:
INFO - 13:28:20: ... 3%|▎ | 1/30 [00:00<00:00, 1833.17 it/sec, obj=-.439]
INFO - 13:28:20:
INFO - 13:28:20: ... 7%|▋ | 2/30 [00:00<00:00, 306.66 it/sec, obj=-.28]
INFO - 13:28:20:
INFO - 13:28:20: ... 10%|█ | 3/30 [00:00<00:00, 256.54 it/sec, obj=-.304]
INFO - 13:28:20:
INFO - 13:28:20: ... 13%|█▎ | 4/30 [00:00<00:00, 230.42 it/sec, obj=-.306]
INFO - 13:28:20:
INFO - 13:28:20: ... 17%|█▋ | 5/30 [00:00<00:00, 218.01 it/sec, obj=-.312]
INFO - 13:28:20:
INFO - 13:28:20: ... 20%|██ | 6/30 [00:00<00:00, 210.23 it/sec, obj=-.341]
INFO - 13:28:20:
INFO - 13:28:20: ... 23%|██▎ | 7/30 [00:00<00:00, 205.08 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 27%|██▋ | 8/30 [00:00<00:00, 201.43 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 30%|███ | 9/30 [00:00<00:00, 198.65 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 33%|███▎ | 10/30 [00:00<00:00, 196.58 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 37%|███▋ | 11/30 [00:00<00:00, 204.89 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 40%|████ | 12/30 [00:00<00:00, 212.51 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 43%|████▎ | 13/30 [00:00<00:00, 219.46 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 47%|████▋ | 14/30 [00:00<00:00, 225.67 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 50%|█████ | 15/30 [00:00<00:00, 231.42 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 53%|█████▎ | 16/30 [00:00<00:00, 236.40 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 57%|█████▋ | 17/30 [00:00<00:00, 241.16 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 60%|██████ | 18/30 [00:00<00:00, 245.60 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 63%|██████▎ | 19/30 [00:00<00:00, 249.74 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20: ... 67%|██████▋ | 20/30 [00:00<00:00, 253.54 it/sec, obj=-.346]
INFO - 13:28:20:
INFO - 13:28:20:
INFO - 13:28:20: Optimization result:
INFO - 13:28:20: Optimizer info:
INFO - 13:28:20: Status: None
INFO - 13:28:20: Message: Successive iterates of the design variables are closer than xtol_rel or xtol_abs. GEMSEO Stopped the driver
INFO - 13:28:20: Number of calls to the objective function by the optimizer: 21
INFO - 13:28:20: Solution:
INFO - 13:28:20: The solution is feasible.
INFO - 13:28:20: Objective: -0.3462300739750223
INFO - 13:28:20: Standardized constraints:
INFO - 13:28:20: g_1 = [ 5.67185196e-05 -1.63088401e-02 -2.96116247e-02 -3.92316972e-02
INFO - 13:28:20: -4.63277463e-02 -1.56187012e-01 -8.38129885e-02]
INFO - 13:28:20: Design space:
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:20: | x_1[1] | 0.75 | 0.8202117763364909 | 1.25 | float |
INFO - 13:28:20: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:20: *** End StructureScenario execution (time: 0:00:00.083857) ***
INFO - 13:28:20: ... 44%|████▍ | 22/50 [00:05<00:07, 3.71 it/sec, obj=-2.57e+3]
INFO - 13:28:21:
INFO - 13:28:21: *** Start PropulsionScenario execution ***
INFO - 13:28:21: PropulsionScenario
INFO - 13:28:21: Disciplines: SobieskiPropulsion
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize y_34(x_3)
INFO - 13:28:21: with respect to x_3
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_3(x_3) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 1165.73 it/sec, obj=0.964]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 439.29 it/sec, obj=0.959]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 411.58 it/sec, obj=0.959]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 383.59 it/sec, obj=0.959]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: None
INFO - 13:28:21: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: 0.9594156187423865
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_3 = [-7.60409505e-01 -2.39590495e-01 -2.22044605e-16 -1.79548623e-01]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1651697674954054 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End PropulsionScenario execution (time: 0:00:00.014645) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start AerodynamicsScenario execution ***
INFO - 13:28:21: AerodynamicsScenario
INFO - 13:28:21: Disciplines: SobieskiAerodynamics
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:21: with respect to x_2
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_2(x_2) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 1003.66 it/sec, obj=-8.13]
INFO - 13:28:21:
WARNING - 13:28:21: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:21: Solution:
WARNING - 13:28:21: The solution is not feasible.
INFO - 13:28:21: Objective: -8.131766962173508
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_2 = 0.005443173231532539
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: *** End AerodynamicsScenario execution (time: 0:00:00.007334) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start StructureScenario execution ***
INFO - 13:28:21: StructureScenario
INFO - 13:28:21: Disciplines: SobieskiStructure
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:21: with respect to x_1
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_1(x_1) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.8202117763364909 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 592.00 it/sec, obj=-.386]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 260.02 it/sec, obj=-.491]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 232.92 it/sec, obj=-.491]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 216.51 it/sec, obj=-.491]
INFO - 13:28:21:
INFO - 13:28:21: ... 17%|█▋ | 5/30 [00:00<00:00, 207.89 it/sec, obj=-.492]
INFO - 13:28:21:
INFO - 13:28:21: ... 20%|██ | 6/30 [00:00<00:00, 202.46 it/sec, obj=-.494]
INFO - 13:28:21:
INFO - 13:28:21: ... 23%|██▎ | 7/30 [00:00<00:00, 198.77 it/sec, obj=-.495]
INFO - 13:28:21:
INFO - 13:28:21: ... 27%|██▋ | 8/30 [00:00<00:00, 196.14 it/sec, obj=-.495]
INFO - 13:28:21:
INFO - 13:28:21: ... 30%|███ | 9/30 [00:00<00:00, 194.12 it/sec, obj=-.495]
INFO - 13:28:21:
INFO - 13:28:21: ... 33%|███▎ | 10/30 [00:00<00:00, 192.61 it/sec, obj=-.495]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: None
INFO - 13:28:21: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 11
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: -0.49538348996413345
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_1 = [-9.49884615e-12 -9.73440441e-03 -2.22012050e-02 -3.21131568e-02
INFO - 13:28:21: -3.97344044e-02 -2.09320346e-01 -3.06796541e-02]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.3850105602924883 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End StructureScenario execution (time: 0:00:00.056686) ***
INFO - 13:28:21: ... 46%|████▌ | 23/50 [00:06<00:07, 3.73 it/sec, obj=-2.77e+3]
INFO - 13:28:21:
INFO - 13:28:21: *** Start PropulsionScenario execution ***
INFO - 13:28:21: PropulsionScenario
INFO - 13:28:21: Disciplines: SobieskiPropulsion
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize y_34(x_3)
INFO - 13:28:21: with respect to x_3
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_3(x_3) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1651697674954054 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 1950.84 it/sec, obj=0.937]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 468.69 it/sec, obj=0.94]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 521.18 it/sec, obj=0.937]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 443.37 it/sec, obj=0.94]
INFO - 13:28:21:
INFO - 13:28:21: ... 17%|█▋ | 5/30 [00:00<00:00, 409.40 it/sec, obj=0.94]
INFO - 13:28:21:
INFO - 13:28:21: ... 20%|██ | 6/30 [00:00<00:00, 269.63 it/sec, obj=0.94]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: None
INFO - 13:28:21: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 25
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: 0.939628260241207
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_3 = [-7.57331974e-01 -2.42668026e-01 -2.22044605e-16 -1.80674568e-01]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1590141423661808 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End PropulsionScenario execution (time: 0:00:00.026564) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start AerodynamicsScenario execution ***
INFO - 13:28:21: AerodynamicsScenario
INFO - 13:28:21: Disciplines: SobieskiAerodynamics
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:21: with respect to x_2
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_2(x_2) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 1008.73 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 403.55 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 457.31 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 481.08 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 17%|█▋ | 5/30 [00:00<00:00, 497.10 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 20%|██ | 6/30 [00:00<00:00, 509.44 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 23%|██▎ | 7/30 [00:00<00:00, 516.28 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 27%|██▋ | 8/30 [00:00<00:00, 523.54 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 30%|███ | 9/30 [00:00<00:00, 527.76 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 33%|███▎ | 10/30 [00:00<00:00, 532.07 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 37%|███▋ | 11/30 [00:00<00:00, 535.19 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 40%|████ | 12/30 [00:00<00:00, 538.15 it/sec, obj=-7.19]
INFO - 13:28:21:
INFO - 13:28:21: ... 43%|████▎ | 13/30 [00:00<00:00, 507.70 it/sec, obj=-7.19]
INFO - 13:28:21:
WARNING - 13:28:21: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 24
INFO - 13:28:21: Solution:
WARNING - 13:28:21: The solution is not feasible.
INFO - 13:28:21: Objective: -7.191611908499737
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_2 = 0.0016827779997559134
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: *** End AerodynamicsScenario execution (time: 0:00:00.031759) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start StructureScenario execution ***
INFO - 13:28:21: StructureScenario
INFO - 13:28:21: Disciplines: SobieskiStructure
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:21: with respect to x_1
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_1(x_1) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.3850105602924883 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 597.99 it/sec, obj=-.526]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 260.24 it/sec, obj=-.525]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 233.36 it/sec, obj=-.525]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 215.11 it/sec, obj=-.525]
INFO - 13:28:21:
INFO - 13:28:21: ... 17%|█▋ | 5/30 [00:00<00:00, 206.75 it/sec, obj=-.525]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: None
INFO - 13:28:21: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: -0.5254337517158293
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_1 = [-8.92619312e-14 -1.42736200e-02 -2.73078225e-02 -3.70155096e-02
INFO - 13:28:21: -4.42736200e-02 -1.79857038e-01 -6.01429617e-02]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.347982045643512 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End StructureScenario execution (time: 0:00:00.028801) ***
INFO - 13:28:21: ... 48%|████▊ | 24/50 [00:06<00:06, 3.76 it/sec, obj=-3.31e+3]
INFO - 13:28:21:
INFO - 13:28:21: *** Start PropulsionScenario execution ***
INFO - 13:28:21: PropulsionScenario
INFO - 13:28:21: Disciplines: SobieskiPropulsion
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize y_34(x_3)
INFO - 13:28:21: with respect to x_3
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_3(x_3) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1590141423661808 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 1903.91 it/sec, obj=0.952]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 470.82 it/sec, obj=0.95]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 415.11 it/sec, obj=0.95]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 382.94 it/sec, obj=0.95]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: None
INFO - 13:28:21: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: 0.9498158592660176
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_3 = [-0.78368776 -0.21631224 0. -0.18160686]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1635529035315164 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End PropulsionScenario execution (time: 0:00:00.014720) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start AerodynamicsScenario execution ***
INFO - 13:28:21: AerodynamicsScenario
INFO - 13:28:21: Disciplines: SobieskiAerodynamics
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:21: with respect to x_2
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_2(x_2) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 978.15 it/sec, obj=-6.92]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: -6.924009067083639
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_2 = -0.004290270918740902
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: *** End AerodynamicsScenario execution (time: 0:00:00.007272) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start StructureScenario execution ***
INFO - 13:28:21: StructureScenario
INFO - 13:28:21: Disciplines: SobieskiStructure
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:21: with respect to x_1
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_1(x_1) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.347982045643512 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 585.14 it/sec, obj=-.471]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 253.39 it/sec, obj=-.391]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 229.08 it/sec, obj=-.405]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 212.59 it/sec, obj=-.43]
INFO - 13:28:21:
INFO - 13:28:21: ... 17%|█▋ | 5/30 [00:00<00:00, 204.79 it/sec, obj=-.469]
INFO - 13:28:21:
INFO - 13:28:21: ... 20%|██ | 6/30 [00:00<00:00, 200.04 it/sec, obj=-.469]
INFO - 13:28:21:
INFO - 13:28:21: ... 23%|██▎ | 7/30 [00:00<00:00, 196.73 it/sec, obj=-.469]
INFO - 13:28:21:
INFO - 13:28:21: ... 27%|██▋ | 8/30 [00:00<00:00, 194.54 it/sec, obj=-.469]
INFO - 13:28:21:
INFO - 13:28:21: ... 30%|███ | 9/30 [00:00<00:00, 192.64 it/sec, obj=-.469]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: None
INFO - 13:28:21: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 10
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: -0.46900868008170826
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_1 = [-7.83617615e-11 -1.41506453e-02 -2.71694760e-02 -3.68826969e-02
INFO - 13:28:21: -4.41506453e-02 -1.61410601e-01 -7.85893993e-02]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.1677091579220751 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.7500000000555147 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End StructureScenario execution (time: 0:00:00.051481) ***
INFO - 13:28:21: ... 50%|█████ | 25/50 [00:06<00:06, 3.79 it/sec, obj=-2.76e+3]
INFO - 13:28:21:
INFO - 13:28:21: *** Start PropulsionScenario execution ***
INFO - 13:28:21: PropulsionScenario
INFO - 13:28:21: Disciplines: SobieskiPropulsion
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize y_34(x_3)
INFO - 13:28:21: with respect to x_3
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_3(x_3) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1635529035315164 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 1978.45 it/sec, obj=0.942]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 476.25 it/sec, obj=0.944]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 526.77 it/sec, obj=0.943]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 447.97 it/sec, obj=0.944]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: 0.9439830602293111
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_3 = [-7.95355710e-01 -2.04644290e-01 4.44089210e-16 -1.79934013e-01]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1598248264850887 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End PropulsionScenario execution (time: 0:00:00.019476) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start AerodynamicsScenario execution ***
INFO - 13:28:21: AerodynamicsScenario
INFO - 13:28:21: Disciplines: SobieskiAerodynamics
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:21: with respect to x_2
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_2(x_2) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 1000.55 it/sec, obj=-7.44]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: -7.443197881566433
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_2 = 0.0
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: *** End AerodynamicsScenario execution (time: 0:00:00.007186) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start StructureScenario execution ***
INFO - 13:28:21: StructureScenario
INFO - 13:28:21: Disciplines: SobieskiStructure
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:21: with respect to x_1
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_1(x_1) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.1677091579220751 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.7500000000555147 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 597.73 it/sec, obj=-.499]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 259.90 it/sec, obj=-.499]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 233.28 it/sec, obj=-.499]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 216.17 it/sec, obj=-.499]
INFO - 13:28:21:
INFO - 13:28:21: ... 17%|█▋ | 5/30 [00:00<00:00, 205.20 it/sec, obj=-.501]
INFO - 13:28:21:
INFO - 13:28:21: ... 20%|██ | 6/30 [00:00<00:00, 198.61 it/sec, obj=-.501]
INFO - 13:28:21:
INFO - 13:28:21: ... 23%|██▎ | 7/30 [00:00<00:00, 195.65 it/sec, obj=-.501]
INFO - 13:28:21:
INFO - 13:28:21: ... 27%|██▋ | 8/30 [00:00<00:00, 193.35 it/sec, obj=-.501]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 9
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: -0.5013018894530916
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_1 = [ 5.88418203e-14 -1.66867934e-02 -3.00226425e-02 -3.96217368e-02
INFO - 13:28:21: -4.66867934e-02 -1.66173210e-01 -7.38267897e-02]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.3654587735303172 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End StructureScenario execution (time: 0:00:00.049760) ***
INFO - 13:28:21: ... 52%|█████▏ | 26/50 [00:06<00:06, 3.82 it/sec, obj=-3.23e+3]
INFO - 13:28:21:
INFO - 13:28:21: *** Start PropulsionScenario execution ***
INFO - 13:28:21: PropulsionScenario
INFO - 13:28:21: Disciplines: SobieskiPropulsion
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize y_34(x_3)
INFO - 13:28:21: with respect to x_3
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_3(x_3) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1598248264850887 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 2053.01 it/sec, obj=0.946]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 491.28 it/sec, obj=0.945]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 3
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: 0.9451065905141602
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_3 = [-8.01227844e-01 -1.98772156e-01 1.33226763e-15 -1.81131923e-01]
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_3 | 0.1 | 0.1613363655802151 | 1 | float |
INFO - 13:28:21: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: *** End PropulsionScenario execution (time: 0:00:00.009570) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start AerodynamicsScenario execution ***
INFO - 13:28:21: AerodynamicsScenario
INFO - 13:28:21: Disciplines: SobieskiAerodynamics
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:21: with respect to x_2
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_2(x_2) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 981.81 it/sec, obj=-7.01]
INFO - 13:28:21:
INFO - 13:28:21:
INFO - 13:28:21: Optimization result:
INFO - 13:28:21: Optimizer info:
INFO - 13:28:21: Status: 8
INFO - 13:28:21: Message: Positive directional derivative for linesearch
INFO - 13:28:21: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:21: Solution:
INFO - 13:28:21: The solution is feasible.
INFO - 13:28:21: Objective: -7.00529551980781
INFO - 13:28:21: Standardized constraints:
INFO - 13:28:21: g_2 = -0.015551842190972387
INFO - 13:28:21: Design space:
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +------+-------------+-------+-------------+-------+
INFO - 13:28:21: *** End AerodynamicsScenario execution (time: 0:00:00.007133) ***
INFO - 13:28:21:
INFO - 13:28:21: *** Start StructureScenario execution ***
INFO - 13:28:21: StructureScenario
INFO - 13:28:21: Disciplines: SobieskiStructure
INFO - 13:28:21: MDO formulation: DisciplinaryOpt
INFO - 13:28:21: Optimization problem:
INFO - 13:28:21: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:21: with respect to x_1
INFO - 13:28:21: subject to constraints:
INFO - 13:28:21: g_1(x_1) <= 0.0
INFO - 13:28:21: over the design space:
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: | x_1[0] | 0.1 | 0.3654587735303172 | 0.4 | float |
INFO - 13:28:21: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:21: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:21: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:21: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:21:
INFO - 13:28:21: ... 3%|▎ | 1/30 [00:00<00:00, 598.16 it/sec, obj=-.459]
INFO - 13:28:21:
INFO - 13:28:21: ... 7%|▋ | 2/30 [00:00<00:00, 252.41 it/sec, obj=-.273]
INFO - 13:28:21:
INFO - 13:28:21: ... 10%|█ | 3/30 [00:00<00:00, 224.92 it/sec, obj=-.307]
INFO - 13:28:21:
INFO - 13:28:21: ... 13%|█▎ | 4/30 [00:00<00:00, 210.44 it/sec, obj=-.311]
INFO - 13:28:21:
INFO - 13:28:21: ... 17%|█▋ | 5/30 [00:00<00:00, 203.38 it/sec, obj=-.314]
INFO - 13:28:21:
INFO - 13:28:21: ... 20%|██ | 6/30 [00:00<00:00, 198.79 it/sec, obj=-.329]
INFO - 13:28:21:
INFO - 13:28:21: ... 23%|██▎ | 7/30 [00:00<00:00, 195.79 it/sec, obj=-.366]
INFO - 13:28:21:
INFO - 13:28:21: ... 27%|██▋ | 8/30 [00:00<00:00, 193.00 it/sec, obj=-.374]
INFO - 13:28:21:
INFO - 13:28:21: ... 30%|███ | 9/30 [00:00<00:00, 189.79 it/sec, obj=-.374]
INFO - 13:28:21:
INFO - 13:28:22: ... 33%|███▎ | 10/30 [00:00<00:00, 188.68 it/sec, obj=-.374]
INFO - 13:28:22:
INFO - 13:28:22: ... 37%|███▋ | 11/30 [00:00<00:00, 187.75 it/sec, obj=-.374]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: None
INFO - 13:28:22: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 12
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -0.37435430337296877
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_1 = [-3.99680289e-15 -2.00848534e-02 -3.38454601e-02 -4.32916417e-02
INFO - 13:28:22: -5.00848534e-02 -1.26618688e-01 -1.13381312e-01]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.8121416257346559 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End StructureScenario execution (time: 0:00:00.063402) ***
INFO - 13:28:22: ... 54%|█████▍ | 27/50 [00:07<00:05, 3.85 it/sec, obj=-2.65e+3]
INFO - 13:28:22:
INFO - 13:28:22: *** Start PropulsionScenario execution ***
INFO - 13:28:22: PropulsionScenario
INFO - 13:28:22: Disciplines: SobieskiPropulsion
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize y_34(x_3)
INFO - 13:28:22: with respect to x_3
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_3(x_3) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1613363655802151 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 2032.12 it/sec, obj=0.943]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 489.56 it/sec, obj=0.944]
INFO - 13:28:22:
INFO - 13:28:22: ... 10%|█ | 3/30 [00:00<00:00, 540.29 it/sec, obj=0.943]
INFO - 13:28:22:
INFO - 13:28:22: ... 13%|█▎ | 4/30 [00:00<00:00, 454.36 it/sec, obj=0.944]
INFO - 13:28:22:
INFO - 13:28:22: ... 17%|█▋ | 5/30 [00:00<00:00, 416.37 it/sec, obj=0.944]
INFO - 13:28:22:
INFO - 13:28:22: ... 20%|██ | 6/30 [00:00<00:00, 427.68 it/sec, obj=0.944]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: None
INFO - 13:28:22: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: 0.943983060229311
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_3 = [-7.95606689e-01 -2.04393311e-01 8.88178420e-16 -1.79934013e-01]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1598248264850888 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End PropulsionScenario execution (time: 0:00:00.018109) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start AerodynamicsScenario execution ***
INFO - 13:28:22: AerodynamicsScenario
INFO - 13:28:22: Disciplines: SobieskiAerodynamics
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:22: with respect to x_2
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_2(x_2) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 1008.00 it/sec, obj=-8.59]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -8.593976032129154
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_2 = 0.0
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: *** End AerodynamicsScenario execution (time: 0:00:00.007144) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start StructureScenario execution ***
INFO - 13:28:22: StructureScenario
INFO - 13:28:22: Disciplines: SobieskiStructure
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:22: with respect to x_1
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_1(x_1) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.8121416257346559 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 602.72 it/sec, obj=-.417]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 257.83 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 10%|█ | 3/30 [00:00<00:00, 231.70 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 13%|█▎ | 4/30 [00:00<00:00, 215.18 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 17%|█▋ | 5/30 [00:00<00:00, 204.27 it/sec, obj=-.511]
INFO - 13:28:22:
INFO - 13:28:22: ... 20%|██ | 6/30 [00:00<00:00, 199.62 it/sec, obj=-.513]
INFO - 13:28:22:
INFO - 13:28:22: ... 23%|██▎ | 7/30 [00:00<00:00, 196.45 it/sec, obj=-.514]
INFO - 13:28:22:
INFO - 13:28:22: ... 27%|██▋ | 8/30 [00:00<00:00, 193.99 it/sec, obj=-.514]
INFO - 13:28:22:
INFO - 13:28:22: ... 30%|███ | 9/30 [00:00<00:00, 191.35 it/sec, obj=-.514]
INFO - 13:28:22:
INFO - 13:28:22: ... 33%|███▎ | 10/30 [00:00<00:00, 189.25 it/sec, obj=-.514]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: None
INFO - 13:28:22: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 11
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -0.5136922580446648
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_1 = [-7.27262695e-12 -1.66978684e-02 -3.00351020e-02 -3.96336979e-02
INFO - 13:28:22: -4.66978684e-02 -1.66137365e-01 -7.38626349e-02]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.3657920922560428 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.7500000000000446 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End StructureScenario execution (time: 0:00:00.057539) ***
WARNING - 13:28:22: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 13:28:22: ... 56%|█████▌ | 28/50 [00:07<00:05, 3.84 it/sec, obj=-3.23e+3]
WARNING - 13:28:22: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513364e-14 is still above the tolerance 1e-14.
INFO - 13:28:22:
INFO - 13:28:22: *** Start PropulsionScenario execution ***
INFO - 13:28:22: PropulsionScenario
INFO - 13:28:22: Disciplines: SobieskiPropulsion
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize y_34(x_3)
INFO - 13:28:22: with respect to x_3
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_3(x_3) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1598248264850888 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 2015.52 it/sec, obj=0.965]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 485.34 it/sec, obj=0.963]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 3
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: 0.9632703839361108
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_3 = [-7.89263588e-01 -2.10736412e-01 1.33226763e-15 -1.76514239e-01]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1636551777392065 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End PropulsionScenario execution (time: 0:00:00.009645) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start AerodynamicsScenario execution ***
INFO - 13:28:22: AerodynamicsScenario
INFO - 13:28:22: Disciplines: SobieskiAerodynamics
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:22: with respect to x_2
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_2(x_2) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 1007.28 it/sec, obj=-7.43]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 404.58 it/sec, obj=-7.43]
INFO - 13:28:22:
INFO - 13:28:22: ... 10%|█ | 3/30 [00:00<00:00, 456.43 it/sec, obj=-7.43]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: None
INFO - 13:28:22: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -7.426048523331614
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_2 = 2.220446049250313e-16
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: *** End AerodynamicsScenario execution (time: 0:00:00.010332) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start StructureScenario execution ***
INFO - 13:28:22: StructureScenario
INFO - 13:28:22: Disciplines: SobieskiStructure
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:22: with respect to x_1
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_1(x_1) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.3657920922560428 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.7500000000000446 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 610.35 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 260.77 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 10%|█ | 3/30 [00:00<00:00, 234.48 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 13%|█▎ | 4/30 [00:00<00:00, 217.31 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 17%|█▋ | 5/30 [00:00<00:00, 208.05 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22: ... 20%|██ | 6/30 [00:00<00:00, 202.74 it/sec, obj=-.51]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 14
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -0.5099380112545072
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_1 = [-0.00431035 -0.02151546 -0.03437731 -0.04345739 -0.05007868 -0.15638911
INFO - 13:28:22: -0.08361089]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End StructureScenario execution (time: 0:00:00.037604) ***
INFO - 13:28:22: ... 58%|█████▊ | 29/50 [00:07<00:05, 3.85 it/sec, obj=-3.25e+3]
INFO - 13:28:22:
INFO - 13:28:22: *** Start PropulsionScenario execution ***
INFO - 13:28:22: PropulsionScenario
INFO - 13:28:22: Disciplines: SobieskiPropulsion
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize y_34(x_3)
INFO - 13:28:22: with respect to x_3
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_3(x_3) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1636551777392065 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 2045.00 it/sec, obj=0.948]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 485.00 it/sec, obj=0.949]
INFO - 13:28:22:
INFO - 13:28:22: ... 10%|█ | 3/30 [00:00<00:00, 533.06 it/sec, obj=0.948]
INFO - 13:28:22:
INFO - 13:28:22: ... 13%|█▎ | 4/30 [00:00<00:00, 453.49 it/sec, obj=0.949]
INFO - 13:28:22:
INFO - 13:28:22: ... 17%|█▋ | 5/30 [00:00<00:00, 416.29 it/sec, obj=0.949]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: 0.9491106287248325
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_3 = [-0.76429112 -0.23570888 0. -0.18021183]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1618985587596123 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End PropulsionScenario execution (time: 0:00:00.017990) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start AerodynamicsScenario execution ***
INFO - 13:28:22: AerodynamicsScenario
INFO - 13:28:22: Disciplines: SobieskiAerodynamics
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:22: with respect to x_2
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_2(x_2) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 1029.28 it/sec, obj=-7.23]
INFO - 13:28:22:
WARNING - 13:28:22: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:22: Solution:
WARNING - 13:28:22: The solution is not feasible.
INFO - 13:28:22: Objective: -7.234891961084242
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_2 = 0.0028973835108294654
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: *** End AerodynamicsScenario execution (time: 0:00:00.012773) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start StructureScenario execution ***
INFO - 13:28:22: StructureScenario
INFO - 13:28:22: Disciplines: SobieskiStructure
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:22: with respect to x_1
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_1(x_1) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 594.09 it/sec, obj=-.49]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 260.04 it/sec, obj=-.49]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 32
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -0.4898174677298964
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_1 = [-0.00613557 -0.02048951 -0.03276681 -0.04176529 -0.04844432 -0.17134054
INFO - 13:28:22: -0.06865946]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End StructureScenario execution (time: 0:00:00.025659) ***
WARNING - 13:28:22: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 13:28:22: ... 60%|██████ | 30/50 [00:07<00:05, 3.86 it/sec, obj=-3.05e+3]
INFO - 13:28:22:
INFO - 13:28:22: *** Start PropulsionScenario execution ***
INFO - 13:28:22: PropulsionScenario
INFO - 13:28:22: Disciplines: SobieskiPropulsion
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize y_34(x_3)
INFO - 13:28:22: with respect to x_3
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_3(x_3) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1618985587596123 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 1187.52 it/sec, obj=0.964]
INFO - 13:28:22:
INFO - 13:28:22: ... 7%|▋ | 2/30 [00:00<00:00, 443.11 it/sec, obj=0.963]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 3
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: 0.9632703839361109
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_3 = [-7.32675589e-01 -2.67324411e-01 6.66133815e-16 -1.76514239e-01]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_3 | 0.1 | 0.1636551777392064 | 1 | float |
INFO - 13:28:22: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End PropulsionScenario execution (time: 0:00:00.010007) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start AerodynamicsScenario execution ***
INFO - 13:28:22: AerodynamicsScenario
INFO - 13:28:22: Disciplines: SobieskiAerodynamics
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:22: with respect to x_2
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_2(x_2) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 1025.50 it/sec, obj=-7.29]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -7.285525036616631
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_2 = 2.220446049250313e-16
INFO - 13:28:22: Design space:
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +------+-------------+-------+-------------+-------+
INFO - 13:28:22: *** End AerodynamicsScenario execution (time: 0:00:00.007090) ***
INFO - 13:28:22:
INFO - 13:28:22: *** Start StructureScenario execution ***
INFO - 13:28:22: StructureScenario
INFO - 13:28:22: Disciplines: SobieskiStructure
INFO - 13:28:22: MDO formulation: DisciplinaryOpt
INFO - 13:28:22: Optimization problem:
INFO - 13:28:22: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:22: with respect to x_1
INFO - 13:28:22: subject to constraints:
INFO - 13:28:22: g_1(x_1) <= 0.0
INFO - 13:28:22: over the design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:22: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:22:
INFO - 13:28:22: ... 3%|▎ | 1/30 [00:00<00:00, 593.09 it/sec, obj=-.521]
INFO - 13:28:22:
INFO - 13:28:22:
INFO - 13:28:22: Optimization result:
INFO - 13:28:22: Optimizer info:
INFO - 13:28:22: Status: 8
INFO - 13:28:22: Message: Positive directional derivative for linesearch
INFO - 13:28:22: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:22: Solution:
INFO - 13:28:22: The solution is feasible.
INFO - 13:28:22: Objective: -0.5207700753756611
INFO - 13:28:22: Standardized constraints:
INFO - 13:28:22: g_1 = [-0.00819004 -0.02485391 -0.03716314 -0.04582141 -0.0521239 -0.15086618
INFO - 13:28:22: -0.08913382]
INFO - 13:28:22: Design space:
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:22: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:22: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:22: *** End StructureScenario execution (time: 0:00:00.010036) ***
INFO - 13:28:23: ... 62%|██████▏ | 31/50 [00:08<00:04, 3.85 it/sec, obj=-3.27e+3]
INFO - 13:28:23:
INFO - 13:28:23: *** Start PropulsionScenario execution ***
INFO - 13:28:23: PropulsionScenario
INFO - 13:28:23: Disciplines: SobieskiPropulsion
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize y_34(x_3)
INFO - 13:28:23: with respect to x_3
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_3(x_3) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_3 | 0.1 | 0.1636551777392064 | 1 | float |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 1983.12 it/sec, obj=0.926]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 490.88 it/sec, obj=0.929]
INFO - 13:28:23:
INFO - 13:28:23: ... 10%|█ | 3/30 [00:00<00:00, 537.11 it/sec, obj=0.927]
INFO - 13:28:23:
INFO - 13:28:23: ... 13%|█▎ | 4/30 [00:00<00:00, 447.32 it/sec, obj=0.929]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: 8
INFO - 13:28:23: Message: Positive directional derivative for linesearch
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: 0.9293582005669966
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_3 = [-7.23268956e-01 -2.76731044e-01 4.44089210e-16 -1.82378274e-01]
INFO - 13:28:23: Design space:
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_3 | 0.1 | 0.1571758048468861 | 1 | float |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: *** End PropulsionScenario execution (time: 0:00:00.014901) ***
INFO - 13:28:23:
INFO - 13:28:23: *** Start AerodynamicsScenario execution ***
INFO - 13:28:23: AerodynamicsScenario
INFO - 13:28:23: Disciplines: SobieskiAerodynamics
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:23: with respect to x_2
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_2(x_2) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 1023.00 it/sec, obj=-7.31]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 414.09 it/sec, obj=-7.31]
INFO - 13:28:23:
INFO - 13:28:23: ... 10%|█ | 3/30 [00:00<00:00, 462.68 it/sec, obj=-7.31]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: None
INFO - 13:28:23: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: -7.308912332114028
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_2 = 2.220446049250313e-16
INFO - 13:28:23: Design space:
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: *** End AerodynamicsScenario execution (time: 0:00:00.010226) ***
INFO - 13:28:23:
INFO - 13:28:23: *** Start StructureScenario execution ***
INFO - 13:28:23: StructureScenario
INFO - 13:28:23: Disciplines: SobieskiStructure
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:23: with respect to x_1
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_1(x_1) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:23: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 604.63 it/sec, obj=-.515]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 260.38 it/sec, obj=-.515]
INFO - 13:28:23:
INFO - 13:28:23: ... 10%|█ | 3/30 [00:00<00:00, 233.79 it/sec, obj=-.515]
INFO - 13:28:23:
INFO - 13:28:23: ... 13%|█▎ | 4/30 [00:00<00:00, 216.34 it/sec, obj=-.515]
INFO - 13:28:23:
INFO - 13:28:23: ... 17%|█▋ | 5/30 [00:00<00:00, 207.52 it/sec, obj=-.515]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: None
INFO - 13:28:23: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: -0.5148442763032074
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_1 = [-1.37667655e-14 -1.68448675e-02 -3.02004760e-02 -3.97924569e-02
INFO - 13:28:23: -4.68448675e-02 -1.65662989e-01 -7.43370109e-02]
INFO - 13:28:23: Design space:
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_1[0] | 0.1 | 0.3702317008768706 | 0.4 | float |
INFO - 13:28:23: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: *** End StructureScenario execution (time: 0:00:00.028706) ***
INFO - 13:28:23: ... 64%|██████▍ | 32/50 [00:08<00:04, 3.86 it/sec, obj=-3.3e+3]
INFO - 13:28:23:
INFO - 13:28:23: *** Start PropulsionScenario execution ***
INFO - 13:28:23: PropulsionScenario
INFO - 13:28:23: Disciplines: SobieskiPropulsion
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize y_34(x_3)
INFO - 13:28:23: with respect to x_3
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_3(x_3) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_3 | 0.1 | 0.1571758048468861 | 1 | float |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 1957.21 it/sec, obj=0.924]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 481.16 it/sec, obj=0.924]
INFO - 13:28:23:
INFO - 13:28:23: ... 10%|█ | 3/30 [00:00<00:00, 532.05 it/sec, obj=0.924]
INFO - 13:28:23:
INFO - 13:28:23: ... 13%|█▎ | 4/30 [00:00<00:00, 450.25 it/sec, obj=0.924]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: 8
INFO - 13:28:23: Message: Positive directional derivative for linesearch
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: 0.9239330847904542
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_3 = [-6.87108228e-01 -3.12891772e-01 1.33226763e-15 -1.83255000e-01]
INFO - 13:28:23: Design space:
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_3 | 0.1 | 0.1562447456462877 | 1 | float |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: *** End PropulsionScenario execution (time: 0:00:00.014874) ***
INFO - 13:28:23:
INFO - 13:28:23: *** Start AerodynamicsScenario execution ***
INFO - 13:28:23: AerodynamicsScenario
INFO - 13:28:23: Disciplines: SobieskiAerodynamics
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:23: with respect to x_2
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_2(x_2) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 1024.25 it/sec, obj=-6.97]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: 8
INFO - 13:28:23: Message: Positive directional derivative for linesearch
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: -6.974933063776846
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_2 = 2.220446049250313e-16
INFO - 13:28:23: Design space:
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: *** End AerodynamicsScenario execution (time: 0:00:00.012805) ***
INFO - 13:28:23:
INFO - 13:28:23: *** Start StructureScenario execution ***
INFO - 13:28:23: StructureScenario
INFO - 13:28:23: Disciplines: SobieskiStructure
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:23: with respect to x_1
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_1(x_1) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_1[0] | 0.1 | 0.3702317008768706 | 0.4 | float |
INFO - 13:28:23: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 595.02 it/sec, obj=-.479]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 252.73 it/sec, obj=-.449]
INFO - 13:28:23:
INFO - 13:28:23: ... 10%|█ | 3/30 [00:00<00:00, 230.00 it/sec, obj=-.465]
INFO - 13:28:23:
INFO - 13:28:23: ... 13%|█▎ | 4/30 [00:00<00:00, 211.59 it/sec, obj=-.478]
INFO - 13:28:23:
INFO - 13:28:23: ... 17%|█▋ | 5/30 [00:00<00:00, 204.11 it/sec, obj=-.478]
INFO - 13:28:23:
INFO - 13:28:23: ... 20%|██ | 6/30 [00:00<00:00, 199.22 it/sec, obj=-.478]
INFO - 13:28:23:
INFO - 13:28:23: ... 23%|██▎ | 7/30 [00:00<00:00, 196.20 it/sec, obj=-.478]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: None
INFO - 13:28:23: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 8
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: -0.47774400811774653
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_1 = [-7.43849426e-14 -1.32265794e-02 -2.61299018e-02 -3.58847057e-02
INFO - 13:28:23: -4.32265794e-02 -1.78095467e-01 -6.19045334e-02]
INFO - 13:28:23: Design space:
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_1[0] | 0.1 | 0.2687203898098646 | 0.4 | float |
INFO - 13:28:23: | x_1[1] | 0.75 | 0.7500000000000454 | 1.25 | float |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: *** End StructureScenario execution (time: 0:00:00.040319) ***
INFO - 13:28:23: ... 66%|██████▌ | 33/50 [00:08<00:04, 3.84 it/sec, obj=-2.9e+3]
INFO - 13:28:23:
INFO - 13:28:23: *** Start PropulsionScenario execution ***
INFO - 13:28:23: PropulsionScenario
INFO - 13:28:23: Disciplines: SobieskiPropulsion
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize y_34(x_3)
INFO - 13:28:23: with respect to x_3
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_3(x_3) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_3 | 0.1 | 0.1562447456462877 | 1 | float |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 2021.35 it/sec, obj=0.924]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 491.22 it/sec, obj=0.924]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: 8
INFO - 13:28:23: Message: Positive directional derivative for linesearch
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 3
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: 0.9243302018065704
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_3 = [-7.39147395e-01 -2.60852605e-01 6.66133815e-16 -1.83191352e-01]
INFO - 13:28:23: Design space:
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_3 | 0.1 | 0.1563119880681613 | 1 | float |
INFO - 13:28:23: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: *** End PropulsionScenario execution (time: 0:00:00.009976) ***
INFO - 13:28:23:
INFO - 13:28:23: *** Start AerodynamicsScenario execution ***
INFO - 13:28:23: AerodynamicsScenario
INFO - 13:28:23: Disciplines: SobieskiAerodynamics
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:23: with respect to x_2
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_2(x_2) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 1029.02 it/sec, obj=-7.74]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 412.62 it/sec, obj=-7.74]
INFO - 13:28:23:
INFO - 13:28:23: ... 10%|█ | 3/30 [00:00<00:00, 451.57 it/sec, obj=-7.74]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: None
INFO - 13:28:23: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: -7.742010962534036
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_2 = 2.220446049250313e-16
INFO - 13:28:23: Design space:
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +------+-------------+-------+-------------+-------+
INFO - 13:28:23: *** End AerodynamicsScenario execution (time: 0:00:00.010401) ***
INFO - 13:28:23:
INFO - 13:28:23: *** Start StructureScenario execution ***
INFO - 13:28:23: StructureScenario
INFO - 13:28:23: Disciplines: SobieskiStructure
INFO - 13:28:23: MDO formulation: DisciplinaryOpt
INFO - 13:28:23: Optimization problem:
INFO - 13:28:23: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:23: with respect to x_1
INFO - 13:28:23: subject to constraints:
INFO - 13:28:23: g_1(x_1) <= 0.0
INFO - 13:28:23: over the design space:
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_1[0] | 0.1 | 0.2687203898098646 | 0.4 | float |
INFO - 13:28:23: | x_1[1] | 0.75 | 0.7500000000000454 | 1.25 | float |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:23: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:23:
INFO - 13:28:23: ... 3%|▎ | 1/30 [00:00<00:00, 610.52 it/sec, obj=-.537]
INFO - 13:28:23:
INFO - 13:28:23: ... 7%|▋ | 2/30 [00:00<00:00, 252.04 it/sec, obj=-.537]
INFO - 13:28:23:
INFO - 13:28:23: ... 10%|█ | 3/30 [00:00<00:00, 229.85 it/sec, obj=-.537]
INFO - 13:28:23:
INFO - 13:28:23: ... 13%|█▎ | 4/30 [00:00<00:00, 213.79 it/sec, obj=-.537]
INFO - 13:28:23:
INFO - 13:28:23: ... 17%|█▋ | 5/30 [00:00<00:00, 205.80 it/sec, obj=-.538]
INFO - 13:28:23:
INFO - 13:28:23: ... 20%|██ | 6/30 [00:00<00:00, 201.04 it/sec, obj=-.538]
INFO - 13:28:23:
INFO - 13:28:23:
INFO - 13:28:23: Optimization result:
INFO - 13:28:23: Optimizer info:
INFO - 13:28:23: Status: 8
INFO - 13:28:23: Message: Positive directional derivative for linesearch
INFO - 13:28:23: Number of calls to the objective function by the optimizer: 53
INFO - 13:28:23: Solution:
INFO - 13:28:23: The solution is feasible.
INFO - 13:28:23: Objective: -0.5381714691959756
INFO - 13:28:23: Standardized constraints:
INFO - 13:28:23: g_1 = [-0.00737202 -0.02415001 -0.03657576 -0.04532297 -0.05169267 -0.15202365
INFO - 13:28:23: -0.08797635]
INFO - 13:28:23: Design space:
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:23: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:23: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:23: *** End StructureScenario execution (time: 0:00:00.051492) ***
INFO - 13:28:23: ... 68%|██████▊ | 34/50 [00:08<00:04, 3.82 it/sec, obj=-3.61e+3]
INFO - 13:28:24:
INFO - 13:28:24: *** Start PropulsionScenario execution ***
INFO - 13:28:24: PropulsionScenario
INFO - 13:28:24: Disciplines: SobieskiPropulsion
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize y_34(x_3)
INFO - 13:28:24: with respect to x_3
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_3(x_3) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1563119880681613 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1965.47 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 488.85 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 538.28 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 13%|█▎ | 4/30 [00:00<00:00, 453.76 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 17%|█▋ | 5/30 [00:00<00:00, 416.20 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 20%|██ | 6/30 [00:00<00:00, 427.97 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: 0.9239330847904543
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_3 = [-7.5803766e-01 -2.4196234e-01 -8.8817842e-16 -1.8325500e-01]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End PropulsionScenario execution (time: 0:00:00.018185) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start AerodynamicsScenario execution ***
INFO - 13:28:24: AerodynamicsScenario
INFO - 13:28:24: Disciplines: SobieskiAerodynamics
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:24: with respect to x_2
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_2(x_2) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1011.16 it/sec, obj=-7.65]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -7.651779415770479
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_2 = 0.0
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: *** End AerodynamicsScenario execution (time: 0:00:00.007228) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start StructureScenario execution ***
INFO - 13:28:24: StructureScenario
INFO - 13:28:24: Disciplines: SobieskiStructure
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:24: with respect to x_1
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_1(x_1) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 595.02 it/sec, obj=-.508]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 258.28 it/sec, obj=-.508]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 297.91 it/sec, obj=-.508]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -0.507768365729849
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_1 = [-0.00085562 -0.01854269 -0.03189662 -0.04135231 -0.04825749 -0.16137815
INFO - 13:28:24: -0.07862185]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End StructureScenario execution (time: 0:00:00.014668) ***
INFO - 13:28:24: ... 70%|███████ | 35/50 [00:09<00:03, 3.85 it/sec, obj=-3.37e+3]
INFO - 13:28:24:
INFO - 13:28:24: *** Start PropulsionScenario execution ***
INFO - 13:28:24: PropulsionScenario
INFO - 13:28:24: Disciplines: SobieskiPropulsion
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize y_34(x_3)
INFO - 13:28:24: with respect to x_3
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_3(x_3) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1967.31 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 475.22 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 523.55 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: 0.9239330847904543
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_3 = [-7.70586577e-01 -2.29413423e-01 -8.88178420e-16 -1.83255000e-01]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End PropulsionScenario execution (time: 0:00:00.009883) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start AerodynamicsScenario execution ***
INFO - 13:28:24: AerodynamicsScenario
INFO - 13:28:24: Disciplines: SobieskiAerodynamics
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:24: with respect to x_2
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_2(x_2) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 866.41 it/sec, obj=-7.92]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -7.922010837998531
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_2 = 0.0
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: *** End AerodynamicsScenario execution (time: 0:00:00.008035) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start StructureScenario execution ***
INFO - 13:28:24: StructureScenario
INFO - 13:28:24: Disciplines: SobieskiStructure
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:24: with respect to x_1
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_1(x_1) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 589.42 it/sec, obj=-.534]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 252.69 it/sec, obj=-.534]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 290.15 it/sec, obj=-.534]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -0.534178552135444
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_1 = [-0.01266884 -0.02870789 -0.04037917 -0.0485505 -0.05448495 -0.14459536
INFO - 13:28:24: -0.09540464]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End StructureScenario execution (time: 0:00:00.014903) ***
INFO - 13:28:24: ... 72%|███████▏ | 36/50 [00:09<00:03, 3.91 it/sec, obj=-3.68e+3]
INFO - 13:28:24:
INFO - 13:28:24: *** Start PropulsionScenario execution ***
INFO - 13:28:24: PropulsionScenario
INFO - 13:28:24: Disciplines: SobieskiPropulsion
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize y_34(x_3)
INFO - 13:28:24: with respect to x_3
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_3(x_3) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1898.73 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 439.93 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 497.74 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: 0.9239330847904543
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_3 = [-7.75621531e-01 -2.24378469e-01 -8.88178420e-16 -1.83255000e-01]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End PropulsionScenario execution (time: 0:00:00.010570) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start AerodynamicsScenario execution ***
INFO - 13:28:24: AerodynamicsScenario
INFO - 13:28:24: Disciplines: SobieskiAerodynamics
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:24: with respect to x_2
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_2(x_2) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 810.96 it/sec, obj=-8.1]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -8.09643507556316
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_2 = 0.0
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: *** End AerodynamicsScenario execution (time: 0:00:00.007496) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start StructureScenario execution ***
INFO - 13:28:24: StructureScenario
INFO - 13:28:24: Disciplines: SobieskiStructure
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:24: with respect to x_1
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_1(x_1) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1810.23 it/sec, obj=-.56]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -0.559704589830092
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_1 = [-0.0193245 -0.03443504 -0.0451583 -0.05260601 -0.05799354 -0.1354845
INFO - 13:28:24: -0.1045155 ]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End StructureScenario execution (time: 0:00:00.009115) ***
INFO - 13:28:24: ... 74%|███████▍ | 37/50 [00:09<00:03, 3.97 it/sec, obj=-3.94e+3]
INFO - 13:28:24:
INFO - 13:28:24: *** Start PropulsionScenario execution ***
INFO - 13:28:24: PropulsionScenario
INFO - 13:28:24: Disciplines: SobieskiPropulsion
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize y_34(x_3)
INFO - 13:28:24: with respect to x_3
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_3(x_3) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1134.52 it/sec, obj=0.937]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 440.93 it/sec, obj=0.936]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 340.18 it/sec, obj=0.936]
INFO - 13:28:24:
INFO - 13:28:24: ... 13%|█▎ | 4/30 [00:00<00:00, 330.40 it/sec, obj=0.936]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 9
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: 0.9355784582510074
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_3 = [-0.76947693 -0.23052307 0. -0.183255 ]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1600270791977114 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End PropulsionScenario execution (time: 0:00:00.016516) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start AerodynamicsScenario execution ***
INFO - 13:28:24: AerodynamicsScenario
INFO - 13:28:24: Disciplines: SobieskiAerodynamics
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:24: with respect to x_2
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_2(x_2) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1007.28 it/sec, obj=-7.91]
INFO - 13:28:24:
WARNING - 13:28:24: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:24: Solution:
WARNING - 13:28:24: The solution is not feasible.
INFO - 13:28:24: Objective: -7.908627560403487
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_2 = 0.001387660836011051
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: *** End AerodynamicsScenario execution (time: 0:00:00.012847) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start StructureScenario execution ***
INFO - 13:28:24: StructureScenario
INFO - 13:28:24: Disciplines: SobieskiStructure
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:24: with respect to x_1
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_1(x_1) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 600.90 it/sec, obj=-.561]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 258.92 it/sec, obj=-.561]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 298.29 it/sec, obj=-.561]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -0.5609170011586802
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_1 = [-0.02351478 -0.03745378 -0.0475068 -0.05452535 -0.05961551 -0.1354845
INFO - 13:28:24: -0.1045155 ]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End StructureScenario execution (time: 0:00:00.014758) ***
INFO - 13:28:24: ... 76%|███████▌ | 38/50 [00:09<00:02, 4.00 it/sec, obj=-3.78e+3]
INFO - 13:28:24:
INFO - 13:28:24: *** Start PropulsionScenario execution ***
INFO - 13:28:24: PropulsionScenario
INFO - 13:28:24: Disciplines: SobieskiPropulsion
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize y_34(x_3)
INFO - 13:28:24: with respect to x_3
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_3(x_3) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1600270791977114 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1954.48 it/sec, obj=0.922]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 477.44 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 526.09 it/sec, obj=0.923]
INFO - 13:28:24:
INFO - 13:28:24: ... 13%|█▎ | 4/30 [00:00<00:00, 448.83 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 17%|█▋ | 5/30 [00:00<00:00, 412.33 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 20%|██ | 6/30 [00:00<00:00, 359.47 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 9
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: 0.9239330847904542
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_3 = [-7.96926190e-01 -2.03073810e-01 2.22044605e-16 -1.83255000e-01]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End PropulsionScenario execution (time: 0:00:00.020951) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start AerodynamicsScenario execution ***
INFO - 13:28:24: AerodynamicsScenario
INFO - 13:28:24: Disciplines: SobieskiAerodynamics
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:24: with respect to x_2
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_2(x_2) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1007.76 it/sec, obj=-8.01]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -8.00831367573218
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_2 = -0.019220777652538157
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: *** End AerodynamicsScenario execution (time: 0:00:00.007201) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start StructureScenario execution ***
INFO - 13:28:24: StructureScenario
INFO - 13:28:24: Disciplines: SobieskiStructure
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:24: with respect to x_1
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_1(x_1) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 610.35 it/sec, obj=-.543]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 259.28 it/sec, obj=-.541]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 233.90 it/sec, obj=-.541]
INFO - 13:28:24:
INFO - 13:28:24: ... 13%|█▎ | 4/30 [00:00<00:00, 216.30 it/sec, obj=-.541]
INFO - 13:28:24:
INFO - 13:28:24: ... 17%|█▋ | 5/30 [00:00<00:00, 207.73 it/sec, obj=-.541]
INFO - 13:28:24:
INFO - 13:28:24: ... 20%|██ | 6/30 [00:00<00:00, 202.43 it/sec, obj=-.541]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -0.5410353759152735
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_1 = [-4.44089210e-16 -1.60421053e-02 -2.92973685e-02 -3.89254738e-02
INFO - 13:28:24: -4.60421053e-02 -1.13528359e-01 -1.26471641e-01]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.2704718673572386 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End StructureScenario execution (time: 0:00:00.037782) ***
WARNING - 13:28:24: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 13:28:24: ... 78%|███████▊ | 39/50 [00:09<00:02, 4.00 it/sec, obj=-3.79e+3]
INFO - 13:28:24:
INFO - 13:28:24: *** Start PropulsionScenario execution ***
INFO - 13:28:24: PropulsionScenario
INFO - 13:28:24: Disciplines: SobieskiPropulsion
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize y_34(x_3)
INFO - 13:28:24: with respect to x_3
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_3(x_3) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 1870.79 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 465.59 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 427.73 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24: ... 13%|█▎ | 4/30 [00:00<00:00, 393.29 it/sec, obj=0.924]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: None
INFO - 13:28:24: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: 0.924332942125666
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_3 = [-7.65893568e-01 -2.34106432e-01 -2.22044605e-16 -1.83213765e-01]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_3 | 0.1 | 0.1563319622001535 | 1 | float |
INFO - 13:28:24: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End PropulsionScenario execution (time: 0:00:00.014487) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start AerodynamicsScenario execution ***
INFO - 13:28:24: AerodynamicsScenario
INFO - 13:28:24: Disciplines: SobieskiAerodynamics
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:24: with respect to x_2
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_2(x_2) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 996.75 it/sec, obj=-8]
INFO - 13:28:24:
WARNING - 13:28:24: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:24: Solution:
WARNING - 13:28:24: The solution is not feasible.
INFO - 13:28:24: Objective: -8.003164400362682
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_2 = 0.00021907179039404312
INFO - 13:28:24: Design space:
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +------+-------------+-------+-------------+-------+
INFO - 13:28:24: *** End AerodynamicsScenario execution (time: 0:00:00.007414) ***
INFO - 13:28:24:
INFO - 13:28:24: *** Start StructureScenario execution ***
INFO - 13:28:24: StructureScenario
INFO - 13:28:24: Disciplines: SobieskiStructure
INFO - 13:28:24: MDO formulation: DisciplinaryOpt
INFO - 13:28:24: Optimization problem:
INFO - 13:28:24: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:24: with respect to x_1
INFO - 13:28:24: subject to constraints:
INFO - 13:28:24: g_1(x_1) <= 0.0
INFO - 13:28:24: over the design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.2704718673572386 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:24: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:24:
INFO - 13:28:24: ... 3%|▎ | 1/30 [00:00<00:00, 601.59 it/sec, obj=-.553]
INFO - 13:28:24:
INFO - 13:28:24: ... 7%|▋ | 2/30 [00:00<00:00, 257.86 it/sec, obj=-.553]
INFO - 13:28:24:
INFO - 13:28:24: ... 10%|█ | 3/30 [00:00<00:00, 232.62 it/sec, obj=-.554]
INFO - 13:28:24:
INFO - 13:28:24: ... 13%|█▎ | 4/30 [00:00<00:00, 216.32 it/sec, obj=-.554]
INFO - 13:28:24:
INFO - 13:28:24: ... 17%|█▋ | 5/30 [00:00<00:00, 207.49 it/sec, obj=-.555]
INFO - 13:28:24:
INFO - 13:28:24: ... 20%|██ | 6/30 [00:00<00:00, 202.24 it/sec, obj=-.555]
INFO - 13:28:24:
INFO - 13:28:24:
INFO - 13:28:24: Optimization result:
INFO - 13:28:24: Optimizer info:
INFO - 13:28:24: Status: 8
INFO - 13:28:24: Message: Positive directional derivative for linesearch
INFO - 13:28:24: Number of calls to the objective function by the optimizer: 14
INFO - 13:28:24: Solution:
INFO - 13:28:24: The solution is feasible.
INFO - 13:28:24: Objective: -0.5549184449016349
INFO - 13:28:24: Standardized constraints:
INFO - 13:28:24: g_1 = [-0.01641841 -0.03183089 -0.04295514 -0.05072346 -0.05635808 -0.14037291
INFO - 13:28:24: -0.09962709]
INFO - 13:28:24: Design space:
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:24: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:24: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:24: *** End StructureScenario execution (time: 0:00:00.039945) ***
INFO - 13:28:24: ... 80%|████████ | 40/50 [00:09<00:02, 4.02 it/sec, obj=-3.85e+3]
INFO - 13:28:25:
INFO - 13:28:25: *** Start PropulsionScenario execution ***
INFO - 13:28:25: PropulsionScenario
INFO - 13:28:25: Disciplines: SobieskiPropulsion
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize y_34(x_3)
INFO - 13:28:25: with respect to x_3
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_3(x_3) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1563319622001535 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 1871.62 it/sec, obj=0.931]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 481.72 it/sec, obj=0.931]
INFO - 13:28:25:
INFO - 13:28:25: ... 10%|█ | 3/30 [00:00<00:00, 436.24 it/sec, obj=0.931]
INFO - 13:28:25:
INFO - 13:28:25: ... 13%|█▎ | 4/30 [00:00<00:00, 396.45 it/sec, obj=0.931]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: None
INFO - 13:28:25: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: 0.9305367730107594
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_3 = [-7.72503167e-01 -2.27496833e-01 -2.22044605e-16 -1.82186107e-01]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1573819966093115 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End PropulsionScenario execution (time: 0:00:00.014189) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start AerodynamicsScenario execution ***
INFO - 13:28:25: AerodynamicsScenario
INFO - 13:28:25: Disciplines: SobieskiAerodynamics
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:25: with respect to x_2
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_2(x_2) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 1002.70 it/sec, obj=-8.01]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: -8.005215315796232
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_2 = -0.00011626277624765535
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: *** End AerodynamicsScenario execution (time: 0:00:00.007157) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start StructureScenario execution ***
INFO - 13:28:25: StructureScenario
INFO - 13:28:25: Disciplines: SobieskiStructure
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:25: with respect to x_1
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_1(x_1) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 602.02 it/sec, obj=-.558]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 259.81 it/sec, obj=-.558]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 47
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: -0.5577843036396687
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_1 = [-0.01823499 -0.03354598 -0.04443048 -0.05199446 -0.05746765 -0.13648544
INFO - 13:28:25: -0.10351456]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End StructureScenario execution (time: 0:00:00.032162) ***
INFO - 13:28:25: ... 82%|████████▏ | 41/50 [00:10<00:02, 4.05 it/sec, obj=-3.87e+3]
INFO - 13:28:25:
INFO - 13:28:25: *** Start PropulsionScenario execution ***
INFO - 13:28:25: PropulsionScenario
INFO - 13:28:25: Disciplines: SobieskiPropulsion
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize y_34(x_3)
INFO - 13:28:25: with respect to x_3
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_3(x_3) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1573819966093115 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 2041.02 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 491.11 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 10%|█ | 3/30 [00:00<00:00, 542.44 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 13%|█▎ | 4/30 [00:00<00:00, 455.27 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 17%|█▋ | 5/30 [00:00<00:00, 416.41 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 6
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: 0.924025145907258
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_3 = [-7.70079663e-01 -2.29920337e-01 -2.22044605e-16 -1.83248207e-01]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1562671041350104 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End PropulsionScenario execution (time: 0:00:00.017987) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start AerodynamicsScenario execution ***
INFO - 13:28:25: AerodynamicsScenario
INFO - 13:28:25: Disciplines: SobieskiAerodynamics
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:25: with respect to x_2
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_2(x_2) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 931.03 it/sec, obj=-8.02]
INFO - 13:28:25:
WARNING - 13:28:25: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
WARNING - 13:28:25: The solution is not feasible.
INFO - 13:28:25: Objective: -8.023194509299415
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_2 = 0.00033484281348861167
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: *** End AerodynamicsScenario execution (time: 0:00:00.007357) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start StructureScenario execution ***
INFO - 13:28:25: StructureScenario
INFO - 13:28:25: Disciplines: SobieskiStructure
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:25: with respect to x_1
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_1(x_1) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 590.66 it/sec, obj=-.559]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 260.56 it/sec, obj=-.559]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 27
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: -0.5586158693676989
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_1 = [-0.01797531 -0.03312267 -0.04401918 -0.05162039 -0.0571309 -0.13871907
INFO - 13:28:25: -0.10128093]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End StructureScenario execution (time: 0:00:00.025330) ***
INFO - 13:28:25: ... 84%|████████▍ | 42/50 [00:10<00:01, 4.08 it/sec, obj=-3.9e+3]
INFO - 13:28:25:
INFO - 13:28:25: *** Start PropulsionScenario execution ***
INFO - 13:28:25: PropulsionScenario
INFO - 13:28:25: Disciplines: SobieskiPropulsion
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize y_34(x_3)
INFO - 13:28:25: with respect to x_3
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_3(x_3) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1562671041350104 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 2036.07 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 493.24 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25: ... 10%|█ | 3/30 [00:00<00:00, 445.00 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25: ... 13%|█▎ | 4/30 [00:00<00:00, 402.43 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: None
INFO - 13:28:25: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: 0.9245079287034373
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_3 = [-0.77075673 -0.22924327 0. -0.18318 ]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1563567828358688 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End PropulsionScenario execution (time: 0:00:00.014042) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start AerodynamicsScenario execution ***
INFO - 13:28:25: AerodynamicsScenario
INFO - 13:28:25: Disciplines: SobieskiAerodynamics
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:25: with respect to x_2
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_2(x_2) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 1010.43 it/sec, obj=-8.05]
INFO - 13:28:25:
WARNING - 13:28:25: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
WARNING - 13:28:25: The solution is not feasible.
INFO - 13:28:25: Objective: -8.049988479542437
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_2 = 0.000508381840934824
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: *** End AerodynamicsScenario execution (time: 0:00:00.007256) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start StructureScenario execution ***
INFO - 13:28:25: StructureScenario
INFO - 13:28:25: Disciplines: SobieskiStructure
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:25: with respect to x_1
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_1(x_1) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 607.96 it/sec, obj=-.557]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: -0.5573287866045898
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_1 = [-0.01967729 -0.03451847 -0.04516396 -0.05258321 -0.05795937 -0.13710152
INFO - 13:28:25: -0.10289848]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End StructureScenario execution (time: 0:00:00.010093) ***
INFO - 13:28:25: ... 86%|████████▌ | 43/50 [00:10<00:01, 4.12 it/sec, obj=-3.9e+3]
INFO - 13:28:25:
INFO - 13:28:25: *** Start PropulsionScenario execution ***
INFO - 13:28:25: PropulsionScenario
INFO - 13:28:25: Disciplines: SobieskiPropulsion
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize y_34(x_3)
INFO - 13:28:25: with respect to x_3
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_3(x_3) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1563567828358688 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 2051.00 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 495.81 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 10%|█ | 3/30 [00:00<00:00, 540.67 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 13%|█▎ | 4/30 [00:00<00:00, 457.93 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 17%|█▋ | 5/30 [00:00<00:00, 419.10 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 8
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: 0.9244018714235758
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_3 = [-7.64309965e-01 -2.35690035e-01 2.22044605e-16 -1.83187001e-01]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1563302375647015 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End PropulsionScenario execution (time: 0:00:00.023616) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start AerodynamicsScenario execution ***
INFO - 13:28:25: AerodynamicsScenario
INFO - 13:28:25: Disciplines: SobieskiAerodynamics
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:25: with respect to x_2
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_2(x_2) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 1025.50 it/sec, obj=-7.93]
INFO - 13:28:25:
WARNING - 13:28:25: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
WARNING - 13:28:25: The solution is not feasible.
INFO - 13:28:25: Objective: -7.9301004736552265
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_2 = 0.00045296801305205747
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: *** End AerodynamicsScenario execution (time: 0:00:00.007251) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start StructureScenario execution ***
INFO - 13:28:25: StructureScenario
INFO - 13:28:25: Disciplines: SobieskiStructure
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:25: with respect to x_1
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_1(x_1) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 614.82 it/sec, obj=-.55]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: -0.5500108564962222
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_1 = [-0.01450618 -0.03005155 -0.04143145 -0.0494137 -0.05521616 -0.14409682
INFO - 13:28:25: -0.09590318]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End StructureScenario execution (time: 0:00:00.010323) ***
INFO - 13:28:25: ... 88%|████████▊ | 44/50 [00:10<00:01, 4.15 it/sec, obj=-3.79e+3]
INFO - 13:28:25:
INFO - 13:28:25: *** Start PropulsionScenario execution ***
INFO - 13:28:25: PropulsionScenario
INFO - 13:28:25: Disciplines: SobieskiPropulsion
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize y_34(x_3)
INFO - 13:28:25: with respect to x_3
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_3(x_3) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1563302375647015 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 1884.23 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 486.58 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25: ... 10%|█ | 3/30 [00:00<00:00, 439.92 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25: ... 13%|█▎ | 4/30 [00:00<00:00, 397.53 it/sec, obj=0.925]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: None
INFO - 13:28:25: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: 0.9245959324265626
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_3 = [-7.66830534e-01 -2.33169466e-01 -2.22044605e-16 -1.83172354e-01]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1563772594331313 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End PropulsionScenario execution (time: 0:00:00.014113) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start AerodynamicsScenario execution ***
INFO - 13:28:25: AerodynamicsScenario
INFO - 13:28:25: Disciplines: SobieskiAerodynamics
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:25: with respect to x_2
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_2(x_2) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 1014.83 it/sec, obj=-8]
INFO - 13:28:25:
WARNING - 13:28:25: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
WARNING - 13:28:25: The solution is not feasible.
INFO - 13:28:25: Objective: -8.002169984202943
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_2 = 0.00031330687614183894
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: *** End AerodynamicsScenario execution (time: 0:00:00.007259) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start StructureScenario execution ***
INFO - 13:28:25: StructureScenario
INFO - 13:28:25: Disciplines: SobieskiStructure
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:25: with respect to x_1
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_1(x_1) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 606.11 it/sec, obj=-.556]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: -0.5561142576926057
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_1 = [-0.017342 -0.0325843 -0.04357184 -0.05124161 -0.05680364 -0.13950315
INFO - 13:28:25: -0.10049685]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End StructureScenario execution (time: 0:00:00.015462) ***
INFO - 13:28:25: ... 90%|█████████ | 45/50 [00:10<00:01, 4.19 it/sec, obj=-3.86e+3]
INFO - 13:28:25:
INFO - 13:28:25: *** Start PropulsionScenario execution ***
INFO - 13:28:25: PropulsionScenario
INFO - 13:28:25: Disciplines: SobieskiPropulsion
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize y_34(x_3)
INFO - 13:28:25: with respect to x_3
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_3(x_3) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1563772594331313 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 2031.14 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 470.77 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 10%|█ | 3/30 [00:00<00:00, 523.24 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25: ... 13%|█▎ | 4/30 [00:00<00:00, 445.56 it/sec, obj=0.924]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: 0.9240435448047473
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_3 = [-7.64043741e-01 -2.35956259e-01 2.22044605e-16 -1.83253410e-01]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_3 | 0.1 | 0.1562771714910569 | 1 | float |
INFO - 13:28:25: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End PropulsionScenario execution (time: 0:00:00.014926) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start AerodynamicsScenario execution ***
INFO - 13:28:25: AerodynamicsScenario
INFO - 13:28:25: Disciplines: SobieskiAerodynamics
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:25: with respect to x_2
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_2(x_2) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 980.89 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 409.82 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 10%|█ | 3/30 [00:00<00:00, 462.37 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 13%|█▎ | 4/30 [00:00<00:00, 471.80 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 17%|█▋ | 5/30 [00:00<00:00, 489.13 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 20%|██ | 6/30 [00:00<00:00, 502.43 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 23%|██▎ | 7/30 [00:00<00:00, 510.75 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 27%|██▋ | 8/30 [00:00<00:00, 517.94 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 30%|███ | 9/30 [00:00<00:00, 523.19 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 33%|███▎ | 10/30 [00:00<00:00, 528.15 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 37%|███▋ | 11/30 [00:00<00:00, 531.93 it/sec, obj=-7.96]
INFO - 13:28:25:
INFO - 13:28:25: ... 40%|████ | 12/30 [00:00<00:00, 535.34 it/sec, obj=-7.96]
INFO - 13:28:25:
WARNING - 13:28:25: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 13
INFO - 13:28:25: Solution:
WARNING - 13:28:25: The solution is not feasible.
INFO - 13:28:25: Objective: -7.960765051459398
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_2 = 0.0006084434861004517
INFO - 13:28:25: Design space:
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +------+-------------+-------+-------------+-------+
INFO - 13:28:25: *** End AerodynamicsScenario execution (time: 0:00:00.028254) ***
INFO - 13:28:25:
INFO - 13:28:25: *** Start StructureScenario execution ***
INFO - 13:28:25: StructureScenario
INFO - 13:28:25: Disciplines: SobieskiStructure
INFO - 13:28:25: MDO formulation: DisciplinaryOpt
INFO - 13:28:25: Optimization problem:
INFO - 13:28:25: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:25: with respect to x_1
INFO - 13:28:25: subject to constraints:
INFO - 13:28:25: g_1(x_1) <= 0.0
INFO - 13:28:25: over the design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:25: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:25:
INFO - 13:28:25: ... 3%|▎ | 1/30 [00:00<00:00, 608.13 it/sec, obj=-.551]
INFO - 13:28:25:
INFO - 13:28:25: ... 7%|▋ | 2/30 [00:00<00:00, 260.56 it/sec, obj=-.551]
INFO - 13:28:25:
INFO - 13:28:25:
INFO - 13:28:25: Optimization result:
INFO - 13:28:25: Optimizer info:
INFO - 13:28:25: Status: 8
INFO - 13:28:25: Message: Positive directional derivative for linesearch
INFO - 13:28:25: Number of calls to the objective function by the optimizer: 47
INFO - 13:28:25: Solution:
INFO - 13:28:25: The solution is feasible.
INFO - 13:28:25: Objective: -0.5505362627691704
INFO - 13:28:25: Standardized constraints:
INFO - 13:28:25: g_1 = [-0.0166617 -0.03184214 -0.04290698 -0.05065777 -0.05628824 -0.14176363
INFO - 13:28:25: -0.09823637]
INFO - 13:28:25: Design space:
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:25: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:25: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:25: *** End StructureScenario execution (time: 0:00:00.032140) ***
INFO - 13:28:25: ... 92%|█████████▏| 46/50 [00:10<00:00, 4.20 it/sec, obj=-3.81e+3]
INFO - 13:28:26:
INFO - 13:28:26: *** Start PropulsionScenario execution ***
INFO - 13:28:26: PropulsionScenario
INFO - 13:28:26: Disciplines: SobieskiPropulsion
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize y_34(x_3)
INFO - 13:28:26: with respect to x_3
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_3(x_3) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1562771714910569 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 2047.00 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 7%|▋ | 2/30 [00:00<00:00, 491.63 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 10%|█ | 3/30 [00:00<00:00, 440.29 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: 0.9244475157376816
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_3 = [-7.64264934e-01 -2.35735066e-01 2.22044605e-16 -1.83174242e-01]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1563333378528845 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End PropulsionScenario execution (time: 0:00:00.017159) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start AerodynamicsScenario execution ***
INFO - 13:28:26: AerodynamicsScenario
INFO - 13:28:26: Disciplines: SobieskiAerodynamics
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:26: with respect to x_2
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_2(x_2) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 1030.04 it/sec, obj=-8.02]
INFO - 13:28:26:
INFO - 13:28:26: ... 7%|▋ | 2/30 [00:00<00:00, 413.78 it/sec, obj=-8.02]
INFO - 13:28:26:
INFO - 13:28:26: ... 10%|█ | 3/30 [00:00<00:00, 465.46 it/sec, obj=-8.02]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: None
INFO - 13:28:26: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 4
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: -8.020395727445417
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_2 = 1.4580022744459242e-05
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: *** End AerodynamicsScenario execution (time: 0:00:00.010183) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start StructureScenario execution ***
INFO - 13:28:26: StructureScenario
INFO - 13:28:26: Disciplines: SobieskiStructure
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:26: with respect to x_1
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_1(x_1) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 600.13 it/sec, obj=-.555]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: -0.5547264835726382
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_1 = [-0.01812915 -0.03340023 -0.04429296 -0.05187091 -0.05735717 -0.13716245
INFO - 13:28:26: -0.10283755]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End StructureScenario execution (time: 0:00:00.010084) ***
INFO - 13:28:26: ... 94%|█████████▍| 47/50 [00:11<00:00, 4.23 it/sec, obj=-3.86e+3]
INFO - 13:28:26:
INFO - 13:28:26: *** Start PropulsionScenario execution ***
INFO - 13:28:26: PropulsionScenario
INFO - 13:28:26: Disciplines: SobieskiPropulsion
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize y_34(x_3)
INFO - 13:28:26: with respect to x_3
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_3(x_3) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1563333378528845 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 2014.56 it/sec, obj=0.925]
INFO - 13:28:26:
INFO - 13:28:26: ... 7%|▋ | 2/30 [00:00<00:00, 488.65 it/sec, obj=0.925]
INFO - 13:28:26:
INFO - 13:28:26: ... 10%|█ | 3/30 [00:00<00:00, 441.85 it/sec, obj=0.925]
INFO - 13:28:26:
INFO - 13:28:26: ... 13%|█▎ | 4/30 [00:00<00:00, 400.50 it/sec, obj=0.925]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: None
INFO - 13:28:26: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 5
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: 0.9247069760972568
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_3 = [-7.68567113e-01 -2.31432887e-01 2.22044605e-16 -1.83157689e-01]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1563988255263907 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End PropulsionScenario execution (time: 0:00:00.014131) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start AerodynamicsScenario execution ***
INFO - 13:28:26: AerodynamicsScenario
INFO - 13:28:26: Disciplines: SobieskiAerodynamics
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:26: with respect to x_2
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_2(x_2) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 983.19 it/sec, obj=-8]
INFO - 13:28:26:
WARNING - 13:28:26: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:26: Solution:
WARNING - 13:28:26: The solution is not feasible.
INFO - 13:28:26: Objective: -8.002131674718173
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_2 = 0.0003463216298331684
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: *** End AerodynamicsScenario execution (time: 0:00:00.007299) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start StructureScenario execution ***
INFO - 13:28:26: StructureScenario
INFO - 13:28:26: Disciplines: SobieskiStructure
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:26: with respect to x_1
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_1(x_1) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 571.20 it/sec, obj=-.557]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: -0.556652569840282
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_1 = [-0.01708607 -0.0323464 -0.04336819 -0.05106657 -0.05665105 -0.14000178
INFO - 13:28:26: -0.09999822]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End StructureScenario execution (time: 0:00:00.010169) ***
INFO - 13:28:26: ... 96%|█████████▌| 48/50 [00:11<00:00, 4.26 it/sec, obj=-3.87e+3]
INFO - 13:28:26:
INFO - 13:28:26: *** Start PropulsionScenario execution ***
INFO - 13:28:26: PropulsionScenario
INFO - 13:28:26: Disciplines: SobieskiPropulsion
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize y_34(x_3)
INFO - 13:28:26: with respect to x_3
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_3(x_3) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1563988255263907 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 1700.16 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 7%|▋ | 2/30 [00:00<00:00, 477.96 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 10%|█ | 3/30 [00:00<00:00, 527.28 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 13%|█▎ | 4/30 [00:00<00:00, 447.68 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 17%|█▋ | 5/30 [00:00<00:00, 406.61 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 20%|██ | 6/30 [00:00<00:00, 389.66 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: None
INFO - 13:28:26: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 9
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: 0.9242081143618748
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_3 = [-7.74031782e-01 -2.25968218e-01 2.22044605e-16 -1.83249417e-01]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1563241586976353 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End PropulsionScenario execution (time: 0:00:00.019736) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start AerodynamicsScenario execution ***
INFO - 13:28:26: AerodynamicsScenario
INFO - 13:28:26: Disciplines: SobieskiAerodynamics
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:26: with respect to x_2
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_2(x_2) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 986.20 it/sec, obj=-8]
INFO - 13:28:26:
WARNING - 13:28:26: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:26: Solution:
WARNING - 13:28:26: The solution is not feasible.
INFO - 13:28:26: Objective: -8.004112575715615
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_2 = 0.00042266052923678465
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: *** End AerodynamicsScenario execution (time: 0:00:00.007455) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start StructureScenario execution ***
INFO - 13:28:26: StructureScenario
INFO - 13:28:26: Disciplines: SobieskiStructure
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:26: with respect to x_1
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_1(x_1) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 602.98 it/sec, obj=-.555]
INFO - 13:28:26:
INFO - 13:28:26: ... 7%|▋ | 2/30 [00:00<00:00, 260.76 it/sec, obj=-.555]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 12
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: -0.5546463578755884
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_1 = [-0.01629956 -0.03162543 -0.04275372 -0.05053961 -0.05619225 -0.14143614
INFO - 13:28:26: -0.09856386]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End StructureScenario execution (time: 0:00:00.018716) ***
INFO - 13:28:26: ... 98%|█████████▊| 49/50 [00:11<00:00, 4.29 it/sec, obj=-3.86e+3]
INFO - 13:28:26:
INFO - 13:28:26: *** Start PropulsionScenario execution ***
INFO - 13:28:26: PropulsionScenario
INFO - 13:28:26: Disciplines: SobieskiPropulsion
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize y_34(x_3)
INFO - 13:28:26: with respect to x_3
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_3(x_3) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1563241586976353 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 2000.14 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 7%|▋ | 2/30 [00:00<00:00, 482.08 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 10%|█ | 3/30 [00:00<00:00, 530.52 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 13%|█▎ | 4/30 [00:00<00:00, 449.74 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 17%|█▋ | 5/30 [00:00<00:00, 413.12 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26: ... 20%|██ | 6/30 [00:00<00:00, 424.70 it/sec, obj=0.924]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: None
INFO - 13:28:26: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 7
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: 0.924143860395724
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_3 = [-7.69082697e-01 -2.30917303e-01 -6.66133815e-16 -1.83237459e-01]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_3 | 0.1 | 0.1562942645834506 | 1 | float |
INFO - 13:28:26: +------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End PropulsionScenario execution (time: 0:00:00.018264) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start AerodynamicsScenario execution ***
INFO - 13:28:26: AerodynamicsScenario
INFO - 13:28:26: Disciplines: SobieskiAerodynamics
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_24(x_2) = -y_24(x_2)
INFO - 13:28:26: with respect to x_2
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_2(x_2) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 1006.31 it/sec, obj=-7.96]
INFO - 13:28:26:
WARNING - 13:28:26: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 2
INFO - 13:28:26: Solution:
WARNING - 13:28:26: The solution is not feasible.
INFO - 13:28:26: Objective: -7.963900653812624
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_2 = 0.0001241851272002492
INFO - 13:28:26: Design space:
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +------+-------------+-------+-------------+-------+
INFO - 13:28:26: *** End AerodynamicsScenario execution (time: 0:00:00.007319) ***
INFO - 13:28:26:
INFO - 13:28:26: *** Start StructureScenario execution ***
INFO - 13:28:26: StructureScenario
INFO - 13:28:26: Disciplines: SobieskiStructure
INFO - 13:28:26: MDO formulation: DisciplinaryOpt
INFO - 13:28:26: Optimization problem:
INFO - 13:28:26: minimize -y_11(x_1) = -y_11(x_1)
INFO - 13:28:26: with respect to x_1
INFO - 13:28:26: subject to constraints:
INFO - 13:28:26: g_1(x_1) <= 0.0
INFO - 13:28:26: over the design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: Solving optimization problem with algorithm SLSQP:
INFO - 13:28:26: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:28:26:
INFO - 13:28:26: ... 3%|▎ | 1/30 [00:00<00:00, 551.66 it/sec, obj=-.55]
INFO - 13:28:26:
INFO - 13:28:26: ... 7%|▋ | 2/30 [00:00<00:00, 253.60 it/sec, obj=-.55]
INFO - 13:28:26:
INFO - 13:28:26:
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: 8
INFO - 13:28:26: Message: Positive directional derivative for linesearch
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 32
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: -0.5498104668721135
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_1 = [-0.01441788 -0.0301506 -0.04156495 -0.04954892 -0.05534464 -0.14272661
INFO - 13:28:26: -0.09727339]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: | x_1[0] | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 13:28:26: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:28:26: +--------+-------------+--------------------+-------------+-------+
INFO - 13:28:26: *** End StructureScenario execution (time: 0:00:00.025970) ***
INFO - 13:28:26: ... 100%|██████████| 50/50 [00:11<00:00, 4.31 it/sec, obj=-3.8e+3]
INFO - 13:28:26: Optimization result:
INFO - 13:28:26: Optimizer info:
INFO - 13:28:26: Status: None
INFO - 13:28:26: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 13:28:26: Number of calls to the objective function by the optimizer: 52
INFO - 13:28:26: Solution:
INFO - 13:28:26: The solution is feasible.
INFO - 13:28:26: Objective: -3935.697624849482
INFO - 13:28:26: Standardized constraints:
INFO - 13:28:26: g_1_g_2_g_3 = [-1.93244978e-02 -3.44350423e-02 -4.51582982e-02 -5.26060064e-02
INFO - 13:28:26: -5.79935431e-02 -1.35484504e-01 -1.04515496e-01 0.00000000e+00
INFO - 13:28:26: -7.75621531e-01 -2.24378469e-01 -8.88178420e-16 -1.83255000e-01]
INFO - 13:28:26: Design space:
INFO - 13:28:26: +-------------+-------------+---------------------+-------------+-------+
INFO - 13:28:26: | name | lower_bound | value | upper_bound | type |
INFO - 13:28:26: +-------------+-------------+---------------------+-------------+-------+
INFO - 13:28:26: | x_shared[0] | 0.01 | 0.05999999999999999 | 0.09 | float |
INFO - 13:28:26: | x_shared[1] | 30000 | 60000 | 60000 | float |
INFO - 13:28:26: | x_shared[2] | 1.4 | 1.4 | 1.8 | float |
INFO - 13:28:26: | x_shared[3] | 2.5 | 2.5 | 8.5 | float |
INFO - 13:28:26: | x_shared[4] | 40 | 70 | 70 | float |
INFO - 13:28:26: | x_shared[5] | 500 | 1482.72417398872 | 1500 | float |
INFO - 13:28:26: +-------------+-------------+---------------------+-------------+-------+
INFO - 13:28:26: *** End MDOScenario execution (time: 0:00:11.610874) ***
{'max_iter': 50, 'algo_options': {'xtol_rel': 1e-07, 'xtol_abs': 1e-07, 'ftol_rel': 1e-07, 'ftol_abs': 1e-07, 'ineq_tolerance': 0.0001}, 'algo': 'NLOPT_COBYLA'}
Plot the history of the MDA residuals¶
For the first MDA:
system_scenario.formulation.mda1.plot_residual_history(save=False, show=True)
# For the second MDA:
system_scenario.formulation.mda2.plot_residual_history(save=False, show=True)
Plot the system optimization history view¶
system_scenario.post_process("OptHistoryView", save=False, show=True)
<gemseo.post.opt_history_view.OptHistoryView object at 0x7f67b0d0f4f0>
Plot the structure optimization histories of the 2 first iterations¶
struct_databases = system_scenario.formulation.scenario_adapters[2].databases
for database in struct_databases[:2]:
opt_problem = deepcopy(sc_str.formulation.opt_problem)
opt_problem.database = database
execute_post(opt_problem, "OptHistoryView", save=False, show=True)
for disc in [propu, aero, mission, struct]:
print(f"{disc.name}: {disc.n_calls} calls.")
SobieskiPropulsion: 1596 calls.
SobieskiAerodynamics: 1741 calls.
SobieskiMission: 50 calls.
SobieskiStructure: 1882 calls.
Total running time of the script: ( 0 minutes 16.309 seconds)