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BiLevel-based MDO on the Sobieski SSBJ test case¶
from __future__ import annotations
from copy import deepcopy
from gemseo import configure_logger
from gemseo import create_discipline
from gemseo import create_scenario
from gemseo 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 - 16:25:43:
INFO - 16:25:43: *** Start MDOScenario execution ***
INFO - 16:25:43: MDOScenario
INFO - 16:25:43: Disciplines: AerodynamicsScenario PropulsionScenario SobieskiMission StructureScenario
INFO - 16:25:43: MDO formulation: BiLevel
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize -y_4(x_shared)
INFO - 16:25:43: with respect to x_shared
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_1_g_2_g_3(x_shared) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +-------------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +-------------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_shared[0] | 0.01 | 0.05 | 0.09 | float |
INFO - 16:25:43: | x_shared[1] | 30000 | 45000 | 60000 | float |
INFO - 16:25:43: | x_shared[2] | 1.4 | 1.6 | 1.8 | float |
INFO - 16:25:43: | x_shared[3] | 2.5 | 5.5 | 8.5 | float |
INFO - 16:25:43: | x_shared[4] | 40 | 55 | 70 | float |
INFO - 16:25:43: | x_shared[5] | 500 | 1000 | 1500 | float |
INFO - 16:25:43: +-------------+-------------+-------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm NLOPT_COBYLA:
INFO - 16:25:43: ... 0%| | 0/50 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: *** Start PropulsionScenario execution ***
INFO - 16:25:43: PropulsionScenario
INFO - 16:25:43: Disciplines: SobieskiPropulsion
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize y_34(x_3)
INFO - 16:25:43: with respect to x_3
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_3(x_3) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_3 | 0.1 | 0.5 | 1 | float |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 1269.08 it/sec, obj=1.11]
INFO - 16:25:43:
INFO - 16:25:43: ... 7%|▋ | 2/30 [00:00<00:00, 412.40 it/sec, obj=1.14]
INFO - 16:25:43:
INFO - 16:25:43: ... 10%|█ | 3/30 [00:00<00:00, 468.60 it/sec, obj=1.1]
INFO - 16:25:43:
INFO - 16:25:43: ... 13%|█▎ | 4/30 [00:00<00:00, 395.39 it/sec, obj=1.11]
INFO - 16:25:43:
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: 8
INFO - 16:25:43: Message: Positive directional derivative for linesearch
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 13
INFO - 16:25:43: Solution:
INFO - 16:25:43: The solution is feasible.
INFO - 16:25:43: Objective: 1.1087874739328383
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_3 = [-0.91571362 -0.08428638 0. -0.05794805]
INFO - 16:25:43: Design space:
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: *** End PropulsionScenario execution (time: 0:00:00.028989) ***
INFO - 16:25:43:
INFO - 16:25:43: *** Start AerodynamicsScenario execution ***
INFO - 16:25:43: AerodynamicsScenario
INFO - 16:25:43: Disciplines: SobieskiAerodynamics
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize -y_24(x_2)
INFO - 16:25:43: with respect to x_2
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_2(x_2) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_2 | 0.75 | 1 | 1.25 | float |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 811.28 it/sec, obj=-4.15]
INFO - 16:25:43:
INFO - 16:25:43: ... 7%|▋ | 2/30 [00:00<00:00, 373.76 it/sec, obj=-4.22]
INFO - 16:25:43:
INFO - 16:25:43: ... 10%|█ | 3/30 [00:00<00:00, 356.92 it/sec, obj=-4.28]
INFO - 16:25:43:
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: 8
INFO - 16:25:43: Message: Positive directional derivative for linesearch
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:43: Solution:
INFO - 16:25:43: The solution is feasible.
INFO - 16:25:43: Objective: -4.283343558640357
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_2 = -0.040000000000000036
INFO - 16:25:43: Design space:
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: *** End AerodynamicsScenario execution (time: 0:00:00.021353) ***
INFO - 16:25:43:
INFO - 16:25:43: *** Start StructureScenario execution ***
INFO - 16:25:43: StructureScenario
INFO - 16:25:43: Disciplines: SobieskiStructure
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize -y_11(x_1)
INFO - 16:25:43: with respect to x_1
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_1(x_1) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +--------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +--------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_1[0] | 0.1 | 0.25 | 0.4 | float |
INFO - 16:25:43: | x_1[1] | 0.75 | 1 | 1.25 | float |
INFO - 16:25:43: +--------+-------------+-------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 510.50 it/sec, obj=-.152]
INFO - 16:25:43:
INFO - 16:25:43: ... 7%|▋ | 2/30 [00:00<00:00, 240.91 it/sec, obj=-.143]
INFO - 16:25:43:
INFO - 16:25:43: ... 10%|█ | 3/30 [00:00<00:00, 222.72 it/sec, obj=-.144]
INFO - 16:25:43:
INFO - 16:25:43: ... 13%|█▎ | 4/30 [00:00<00:00, 203.97 it/sec, obj=-.146]
INFO - 16:25:43:
INFO - 16:25:43: ... 17%|█▋ | 5/30 [00:00<00:00, 197.62 it/sec, obj=-.155]
INFO - 16:25:43:
INFO - 16:25:43: ... 20%|██ | 6/30 [00:00<00:00, 193.33 it/sec, obj=-.156]
INFO - 16:25:43:
INFO - 16:25:43: ... 23%|██▎ | 7/30 [00:00<00:00, 190.64 it/sec, obj=-.156]
INFO - 16:25:43:
INFO - 16:25:43: ... 27%|██▋ | 8/30 [00:00<00:00, 188.64 it/sec, obj=-.156]
INFO - 16:25:43:
INFO - 16:25:43: ... 30%|███ | 9/30 [00:00<00:00, 186.88 it/sec, obj=-.156]
INFO - 16:25:43:
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: None
INFO - 16:25:43: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 10
INFO - 16:25:43: Solution:
INFO - 16:25:43: The solution is feasible.
INFO - 16:25:43: Objective: -0.15631824062042746
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_1 = [ 3.99302813e-12 -2.99419226e-02 -4.49346629e-02 -5.39372764e-02
INFO - 16:25:43: -5.99419226e-02 -6.61963740e-02 -1.73803626e-01]
INFO - 16:25:43: Design space:
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:43: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: *** End StructureScenario execution (time: 0:00:00.059860) ***
INFO - 16:25:43: ... 2%|▏ | 1/50 [00:00<00:16, 3.00 it/sec, obj=-553]
INFO - 16:25:43:
INFO - 16:25:43: *** Start PropulsionScenario execution ***
INFO - 16:25:43: PropulsionScenario
INFO - 16:25:43: Disciplines: SobieskiPropulsion
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize y_34(x_3)
INFO - 16:25:43: with respect to x_3
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_3(x_3) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 1681.08 it/sec, obj=1.11]
INFO - 16:25:43:
INFO - 16:25:43: ... 7%|▋ | 2/30 [00:00<00:00, 423.86 it/sec, obj=1.11]
INFO - 16:25:43:
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: 8
INFO - 16:25:43: Message: Positive directional derivative for linesearch
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 12
INFO - 16:25:43: Solution:
INFO - 16:25:43: The solution is feasible.
INFO - 16:25:43: Objective: 1.1087874739328383
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_3 = [-0.75494685 -0.24505315 0. -0.05794805]
INFO - 16:25:43: Design space:
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: *** End PropulsionScenario execution (time: 0:00:00.022634) ***
INFO - 16:25:43:
INFO - 16:25:43: *** Start AerodynamicsScenario execution ***
INFO - 16:25:43: AerodynamicsScenario
INFO - 16:25:43: Disciplines: SobieskiAerodynamics
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize -y_24(x_2)
INFO - 16:25:43: with respect to x_2
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_2(x_2) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 951.31 it/sec, obj=-3.46]
INFO - 16:25:43:
WARNING - 16:25:43: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: 8
INFO - 16:25:43: Message: Positive directional derivative for linesearch
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:43: Solution:
WARNING - 16:25:43: The solution is not feasible.
INFO - 16:25:43: Objective: -3.456006478817154
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_2 = 0.010000000000000009
INFO - 16:25:43: Design space:
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: *** End AerodynamicsScenario execution (time: 0:00:00.013927) ***
INFO - 16:25:43:
INFO - 16:25:43: *** Start StructureScenario execution ***
INFO - 16:25:43: StructureScenario
INFO - 16:25:43: Disciplines: SobieskiStructure
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize -y_11(x_1)
INFO - 16:25:43: with respect to x_1
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_1(x_1) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:43: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 558.57 it/sec, obj=-.193]
INFO - 16:25:43:
INFO - 16:25:43: ... 7%|▋ | 2/30 [00:00<00:00, 248.37 it/sec, obj=-.212]
INFO - 16:25:43:
INFO - 16:25:43: ... 10%|█ | 3/30 [00:00<00:00, 226.62 it/sec, obj=-.285]
INFO - 16:25:43:
INFO - 16:25:43: ... 13%|█▎ | 4/30 [00:00<00:00, 210.19 it/sec, obj=-.285]
INFO - 16:25:43:
INFO - 16:25:43: ... 17%|█▋ | 5/30 [00:00<00:00, 202.20 it/sec, obj=-.285]
INFO - 16:25:43:
INFO - 16:25:43: ... 20%|██ | 6/30 [00:00<00:00, 197.04 it/sec, obj=-.285]
INFO - 16:25:43:
INFO - 16:25:43: ... 23%|██▎ | 7/30 [00:00<00:00, 193.77 it/sec, obj=-.285]
INFO - 16:25:43:
INFO - 16:25:43: ... 27%|██▋ | 8/30 [00:00<00:00, 191.42 it/sec, obj=-.286]
INFO - 16:25:43:
INFO - 16:25:43: ... 30%|███ | 9/30 [00:00<00:00, 189.54 it/sec, obj=-.286]
INFO - 16:25:43:
INFO - 16:25:43: ... 33%|███▎ | 10/30 [00:00<00:00, 187.93 it/sec, obj=-.286]
INFO - 16:25:43:
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: None
INFO - 16:25:43: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 11
INFO - 16:25:43: Solution:
INFO - 16:25:43: The solution is feasible.
INFO - 16:25:43: Objective: -0.2861511006159976
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 16:25:43: -0.03354102]
INFO - 16:25:43: Design space:
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 16:25:43: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: *** End StructureScenario execution (time: 0:00:00.064457) ***
INFO - 16:25:43: ... 4%|▍ | 2/50 [00:00<00:13, 3.58 it/sec, obj=-574]
INFO - 16:25:43:
INFO - 16:25:43: *** Start PropulsionScenario execution ***
INFO - 16:25:43: PropulsionScenario
INFO - 16:25:43: Disciplines: SobieskiPropulsion
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize y_34(x_3)
INFO - 16:25:43: with respect to x_3
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_3(x_3) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 1750.54 it/sec, obj=1.1]
INFO - 16:25:43:
INFO - 16:25:43: ... 7%|▋ | 2/30 [00:00<00:00, 445.63 it/sec, obj=1.16]
INFO - 16:25:43:
INFO - 16:25:43: ... 10%|█ | 3/30 [00:00<00:00, 500.59 it/sec, obj=1.09]
INFO - 16:25:43:
INFO - 16:25:43: ... 13%|█▎ | 4/30 [00:00<00:00, 423.51 it/sec, obj=1.12]
INFO - 16:25:43:
INFO - 16:25:43: ... 17%|█▋ | 5/30 [00:00<00:00, 390.96 it/sec, obj=1.12]
INFO - 16:25:43:
INFO - 16:25:43: ... 20%|██ | 6/30 [00:00<00:00, 372.99 it/sec, obj=1.12]
INFO - 16:25:43:
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: None
INFO - 16:25:43: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 8
INFO - 16:25:43: Solution:
INFO - 16:25:43: The solution is feasible.
INFO - 16:25:43: Objective: 1.1169456193906955
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_3 = [-7.20996205e-01 -2.79003795e-01 -2.22044605e-16 -1.27460556e-01]
INFO - 16:25:43: Design space:
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 16:25:43: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: *** End PropulsionScenario execution (time: 0:00:00.027109) ***
INFO - 16:25:43:
INFO - 16:25:43: *** Start AerodynamicsScenario execution ***
INFO - 16:25:43: AerodynamicsScenario
INFO - 16:25:43: Disciplines: SobieskiAerodynamics
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize -y_24(x_2)
INFO - 16:25:43: with respect to x_2
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_2(x_2) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 952.60 it/sec, obj=-3.32]
INFO - 16:25:43:
WARNING - 16:25:43: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: 8
INFO - 16:25:43: Message: Positive directional derivative for linesearch
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:43: Solution:
WARNING - 16:25:43: The solution is not feasible.
INFO - 16:25:43: Objective: -3.3171632100551673
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_2 = 0.010000000000000009
INFO - 16:25:43: Design space:
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:43: +------+-------------+-------+-------------+-------+
INFO - 16:25:43: *** End AerodynamicsScenario execution (time: 0:00:00.020137) ***
INFO - 16:25:43:
INFO - 16:25:43: *** Start StructureScenario execution ***
INFO - 16:25:43: StructureScenario
INFO - 16:25:43: Disciplines: SobieskiStructure
INFO - 16:25:43: MDO formulation: DisciplinaryOpt
INFO - 16:25:43: Optimization problem:
INFO - 16:25:43: minimize -y_11(x_1)
INFO - 16:25:43: with respect to x_1
INFO - 16:25:43: subject to constraints:
INFO - 16:25:43: g_1(x_1) <= 0.0
INFO - 16:25:43: over the design space:
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 16:25:43: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 16:25:43: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:43: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:43: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:43:
INFO - 16:25:43: ... 3%|▎ | 1/30 [00:00<00:00, 542.67 it/sec, obj=-.272]
INFO - 16:25:43:
INFO - 16:25:43: ... 7%|▋ | 2/30 [00:00<00:00, 216.75 it/sec, obj=-.272]
INFO - 16:25:43:
INFO - 16:25:43:
INFO - 16:25:43: Optimization result:
INFO - 16:25:43: Optimizer info:
INFO - 16:25:43: Status: 8
INFO - 16:25:43: Message: Positive directional derivative for linesearch
INFO - 16:25:43: Number of calls to the objective function by the optimizer: 3
INFO - 16:25:43: Solution:
INFO - 16:25:43: The solution is feasible.
INFO - 16:25:43: Objective: -0.2721681413246109
INFO - 16:25:43: Standardized constraints:
INFO - 16:25:43: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 16:25:43: -0.03354102]
INFO - 16:25:43: Design space:
INFO - 16:25:43: +--------+-------------+-------+-------------+-------+
INFO - 16:25:43: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:43: +--------+-------------+-------+-------------+-------+
INFO - 16:25:43: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:43: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:43: +--------+-------------+-------+-------------+-------+
INFO - 16:25:43: *** End StructureScenario execution (time: 0:00:00.023489) ***
INFO - 16:25:44: ... 6%|▌ | 3/50 [00:00<00:12, 3.83 it/sec, obj=-813]
INFO - 16:25:44:
INFO - 16:25:44: *** Start PropulsionScenario execution ***
INFO - 16:25:44: PropulsionScenario
INFO - 16:25:44: Disciplines: SobieskiPropulsion
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize y_34(x_3)
INFO - 16:25:44: with respect to x_3
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_3(x_3) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 1008.97 it/sec, obj=1.16]
INFO - 16:25:44:
INFO - 16:25:44: ... 7%|▋ | 2/30 [00:00<00:00, 383.83 it/sec, obj=1.14]
INFO - 16:25:44:
INFO - 16:25:44: ... 10%|█ | 3/30 [00:00<00:00, 372.47 it/sec, obj=1.14]
INFO - 16:25:44:
INFO - 16:25:44: ... 13%|█▎ | 4/30 [00:00<00:00, 395.77 it/sec, obj=1.14]
INFO - 16:25:44:
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: None
INFO - 16:25:44: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:44: Solution:
INFO - 16:25:44: The solution is feasible.
INFO - 16:25:44: Objective: 1.137722098693054
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_3 = [-7.10555843e-01 -2.89444157e-01 6.66133815e-16 -1.11370139e-01]
INFO - 16:25:44: Design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: *** End PropulsionScenario execution (time: 0:00:00.021620) ***
INFO - 16:25:44:
INFO - 16:25:44: *** Start AerodynamicsScenario execution ***
INFO - 16:25:44: AerodynamicsScenario
INFO - 16:25:44: Disciplines: SobieskiAerodynamics
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize -y_24(x_2)
INFO - 16:25:44: with respect to x_2
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_2(x_2) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 865.88 it/sec, obj=-3.31]
INFO - 16:25:44:
WARNING - 16:25:44: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: 8
INFO - 16:25:44: Message: Positive directional derivative for linesearch
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:44: Solution:
WARNING - 16:25:44: The solution is not feasible.
INFO - 16:25:44: Objective: -3.3146292282019347
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_2 = 0.010000000000000009
INFO - 16:25:44: Design space:
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: *** End AerodynamicsScenario execution (time: 0:00:00.014528) ***
INFO - 16:25:44:
INFO - 16:25:44: *** Start StructureScenario execution ***
INFO - 16:25:44: StructureScenario
INFO - 16:25:44: Disciplines: SobieskiStructure
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize -y_11(x_1)
INFO - 16:25:44: with respect to x_1
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_1(x_1) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:44: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 549.21 it/sec, obj=-.274]
INFO - 16:25:44:
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: 8
INFO - 16:25:44: Message: Positive directional derivative for linesearch
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:44: Solution:
INFO - 16:25:44: The solution is feasible.
INFO - 16:25:44: Objective: -0.2737879545502587
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 16:25:44: -0.03354102]
INFO - 16:25:44: Design space:
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:44: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: *** End StructureScenario execution (time: 0:00:00.017024) ***
INFO - 16:25:44: ... 8%|▊ | 4/50 [00:01<00:11, 3.90 it/sec, obj=-751]
INFO - 16:25:44:
INFO - 16:25:44: *** Start PropulsionScenario execution ***
INFO - 16:25:44: PropulsionScenario
INFO - 16:25:44: Disciplines: SobieskiPropulsion
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize y_34(x_3)
INFO - 16:25:44: with respect to x_3
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_3(x_3) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 1751.28 it/sec, obj=1.1]
INFO - 16:25:44:
INFO - 16:25:44: ... 7%|▋ | 2/30 [00:00<00:00, 419.56 it/sec, obj=1.12]
INFO - 16:25:44:
INFO - 16:25:44: ... 10%|█ | 3/30 [00:00<00:00, 477.00 it/sec, obj=1.1]
INFO - 16:25:44:
INFO - 16:25:44: ... 13%|█▎ | 4/30 [00:00<00:00, 411.41 it/sec, obj=1.12]
INFO - 16:25:44:
INFO - 16:25:44: ... 17%|█▋ | 5/30 [00:00<00:00, 382.81 it/sec, obj=1.12]
INFO - 16:25:44:
INFO - 16:25:44: ... 20%|██ | 6/30 [00:00<00:00, 314.05 it/sec, obj=1.12]
INFO - 16:25:44:
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: None
INFO - 16:25:44: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 14
INFO - 16:25:44: Solution:
INFO - 16:25:44: The solution is feasible.
INFO - 16:25:44: Objective: 1.1169456193906955
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_3 = [-7.20597051e-01 -2.79402949e-01 2.22044605e-16 -1.27460556e-01]
INFO - 16:25:44: Design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: *** End PropulsionScenario execution (time: 0:00:00.030273) ***
INFO - 16:25:44:
INFO - 16:25:44: *** Start AerodynamicsScenario execution ***
INFO - 16:25:44: AerodynamicsScenario
INFO - 16:25:44: Disciplines: SobieskiAerodynamics
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize -y_24(x_2)
INFO - 16:25:44: with respect to x_2
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_2(x_2) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 965.10 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 7%|▋ | 2/30 [00:00<00:00, 395.41 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 10%|█ | 3/30 [00:00<00:00, 442.89 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 13%|█▎ | 4/30 [00:00<00:00, 458.76 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 17%|█▋ | 5/30 [00:00<00:00, 477.36 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 20%|██ | 6/30 [00:00<00:00, 489.05 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 23%|██▎ | 7/30 [00:00<00:00, 499.66 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 27%|██▋ | 8/30 [00:00<00:00, 505.79 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 30%|███ | 9/30 [00:00<00:00, 512.56 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 33%|███▎ | 10/30 [00:00<00:00, 516.69 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 37%|███▋ | 11/30 [00:00<00:00, 403.93 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 40%|████ | 12/30 [00:00<00:00, 386.75 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 43%|████▎ | 13/30 [00:00<00:00, 396.12 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 47%|████▋ | 14/30 [00:00<00:00, 404.81 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 50%|█████ | 15/30 [00:00<00:00, 412.55 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 53%|█████▎ | 16/30 [00:00<00:00, 419.84 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 57%|█████▋ | 17/30 [00:00<00:00, 426.00 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 60%|██████ | 18/30 [00:00<00:00, 432.06 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 63%|██████▎ | 19/30 [00:00<00:00, 437.27 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 67%|██████▋ | 20/30 [00:00<00:00, 442.47 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 70%|███████ | 21/30 [00:00<00:00, 447.09 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 73%|███████▎ | 22/30 [00:00<00:00, 451.33 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 77%|███████▋ | 23/30 [00:00<00:00, 442.53 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 80%|████████ | 24/30 [00:00<00:00, 446.73 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 83%|████████▎ | 25/30 [00:00<00:00, 447.51 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 87%|████████▋ | 26/30 [00:00<00:00, 443.49 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 90%|█████████ | 27/30 [00:00<00:00, 440.89 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 93%|█████████▎| 28/30 [00:00<00:00, 434.42 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 97%|█████████▋| 29/30 [00:00<00:00, 431.32 it/sec, obj=-3.38]
INFO - 16:25:44:
INFO - 16:25:44: ... 100%|██████████| 30/30 [00:00<00:00, 422.75 it/sec, obj=-3.38]
INFO - 16:25:44:
WARNING - 16:25:44: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: None
INFO - 16:25:44: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 81
INFO - 16:25:44: Solution:
WARNING - 16:25:44: The solution is not feasible.
INFO - 16:25:44: Objective: -3.3833585466979232
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_2 = 0.010000000000000009
INFO - 16:25:44: Design space:
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: *** End AerodynamicsScenario execution (time: 0:00:00.084108) ***
INFO - 16:25:44:
INFO - 16:25:44: *** Start StructureScenario execution ***
INFO - 16:25:44: StructureScenario
INFO - 16:25:44: Disciplines: SobieskiStructure
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize -y_11(x_1)
INFO - 16:25:44: with respect to x_1
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_1(x_1) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:44: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 571.51 it/sec, obj=-.256]
INFO - 16:25:44:
INFO - 16:25:44: ... 7%|▋ | 2/30 [00:00<00:00, 232.33 it/sec, obj=-.233]
INFO - 16:25:44:
INFO - 16:25:44: ... 10%|█ | 3/30 [00:00<00:00, 217.22 it/sec, obj=-.237]
INFO - 16:25:44:
INFO - 16:25:44: ... 13%|█▎ | 4/30 [00:00<00:00, 203.61 it/sec, obj=-.255]
INFO - 16:25:44:
INFO - 16:25:44: ... 17%|█▋ | 5/30 [00:00<00:00, 197.32 it/sec, obj=-.255]
INFO - 16:25:44:
INFO - 16:25:44: ... 20%|██ | 6/30 [00:00<00:00, 190.29 it/sec, obj=-.255]
INFO - 16:25:44:
INFO - 16:25:44: ... 23%|██▎ | 7/30 [00:00<00:00, 187.08 it/sec, obj=-.255]
INFO - 16:25:44:
INFO - 16:25:44: ... 27%|██▋ | 8/30 [00:00<00:00, 185.27 it/sec, obj=-.255]
INFO - 16:25:44:
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: None
INFO - 16:25:44: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 9
INFO - 16:25:44: Solution:
INFO - 16:25:44: The solution is feasible.
INFO - 16:25:44: Objective: -0.25541043890623544
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_1 = [-2.87847242e-02 -1.88000814e-02 -2.52039105e-02 -3.26929762e-02
INFO - 16:25:44: -3.92051733e-02 -2.40000000e-01 -8.00570721e-12]
INFO - 16:25:44: Design space:
INFO - 16:25:44: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 16:25:44: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 16:25:44: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: *** End StructureScenario execution (time: 0:00:00.054596) ***
INFO - 16:25:44: ... 10%|█ | 5/50 [00:01<00:12, 3.67 it/sec, obj=-734]
INFO - 16:25:44:
INFO - 16:25:44: *** Start PropulsionScenario execution ***
INFO - 16:25:44: PropulsionScenario
INFO - 16:25:44: Disciplines: SobieskiPropulsion
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize y_34(x_3)
INFO - 16:25:44: with respect to x_3
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_3(x_3) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 1766.02 it/sec, obj=1.12]
INFO - 16:25:44:
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: 8
INFO - 16:25:44: Message: Positive directional derivative for linesearch
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 17
INFO - 16:25:44: Solution:
INFO - 16:25:44: The solution is feasible.
INFO - 16:25:44: Objective: 1.1169456193906955
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_3 = [-8.42352689e-01 -1.57647311e-01 2.22044605e-16 -1.27460556e-01]
INFO - 16:25:44: Design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: *** End PropulsionScenario execution (time: 0:00:00.021052) ***
INFO - 16:25:44:
INFO - 16:25:44: *** Start AerodynamicsScenario execution ***
INFO - 16:25:44: AerodynamicsScenario
INFO - 16:25:44: Disciplines: SobieskiAerodynamics
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize -y_24(x_2)
INFO - 16:25:44: with respect to x_2
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_2(x_2) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 1808.67 it/sec, obj=-4.01]
INFO - 16:25:44:
WARNING - 16:25:44: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: 8
INFO - 16:25:44: Message: Positive directional derivative for linesearch
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:44: Solution:
WARNING - 16:25:44: The solution is not feasible.
INFO - 16:25:44: Objective: -4.010763549231421
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_2 = 0.010000000000000009
INFO - 16:25:44: Design space:
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +------+-------------+-------+-------------+-------+
INFO - 16:25:44: *** End AerodynamicsScenario execution (time: 0:00:00.013523) ***
INFO - 16:25:44:
INFO - 16:25:44: *** Start StructureScenario execution ***
INFO - 16:25:44: StructureScenario
INFO - 16:25:44: Disciplines: SobieskiStructure
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize -y_11(x_1)
INFO - 16:25:44: with respect to x_1
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_1(x_1) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 16:25:44: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 16:25:44: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 1718.27 it/sec, obj=-.297]
INFO - 16:25:44:
INFO - 16:25:44: ... 7%|▋ | 2/30 [00:00<00:00, 290.70 it/sec, obj=-.297]
INFO - 16:25:44:
INFO - 16:25:44: ... 10%|█ | 3/30 [00:00<00:00, 246.94 it/sec, obj=-.297]
INFO - 16:25:44:
INFO - 16:25:44: ... 13%|█▎ | 4/30 [00:00<00:00, 222.59 it/sec, obj=-.297]
INFO - 16:25:44:
INFO - 16:25:44: ... 17%|█▋ | 5/30 [00:00<00:00, 211.17 it/sec, obj=-.297]
INFO - 16:25:44:
INFO - 16:25:44: ... 20%|██ | 6/30 [00:00<00:00, 204.11 it/sec, obj=-.297]
INFO - 16:25:44:
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: 8
INFO - 16:25:44: Message: Positive directional derivative for linesearch
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:44: Solution:
INFO - 16:25:44: The solution is feasible.
INFO - 16:25:44: Objective: -0.29713711523465847
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 16:25:44: -0.03354102]
INFO - 16:25:44: Design space:
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:44: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:44: +--------+-------------+-------+-------------+-------+
INFO - 16:25:44: *** End StructureScenario execution (time: 0:00:00.043951) ***
INFO - 16:25:44: ... 12%|█▏ | 6/50 [00:01<00:11, 3.83 it/sec, obj=-977]
INFO - 16:25:44:
INFO - 16:25:44: *** Start PropulsionScenario execution ***
INFO - 16:25:44: PropulsionScenario
INFO - 16:25:44: Disciplines: SobieskiPropulsion
INFO - 16:25:44: MDO formulation: DisciplinaryOpt
INFO - 16:25:44: Optimization problem:
INFO - 16:25:44: minimize y_34(x_3)
INFO - 16:25:44: with respect to x_3
INFO - 16:25:44: subject to constraints:
INFO - 16:25:44: g_3(x_3) <= 0.0
INFO - 16:25:44: over the design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:44: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:44:
INFO - 16:25:44: ... 3%|▎ | 1/30 [00:00<00:00, 1625.07 it/sec, obj=1.12]
INFO - 16:25:44:
INFO - 16:25:44:
INFO - 16:25:44: Optimization result:
INFO - 16:25:44: Optimizer info:
INFO - 16:25:44: Status: 8
INFO - 16:25:44: Message: Positive directional derivative for linesearch
INFO - 16:25:44: Number of calls to the objective function by the optimizer: 17
INFO - 16:25:44: Solution:
INFO - 16:25:44: The solution is feasible.
INFO - 16:25:44: Objective: 1.1169456193906955
INFO - 16:25:44: Standardized constraints:
INFO - 16:25:44: g_3 = [-6.70083434e-01 -3.29916566e-01 2.22044605e-16 -1.27460556e-01]
INFO - 16:25:44: Design space:
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 16:25:44: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:44: *** End PropulsionScenario execution (time: 0:00:00.021167) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start AerodynamicsScenario execution ***
INFO - 16:25:45: AerodynamicsScenario
INFO - 16:25:45: Disciplines: SobieskiAerodynamics
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_24(x_2)
INFO - 16:25:45: with respect to x_2
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_2(x_2) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 860.55 it/sec, obj=-3.5]
INFO - 16:25:45:
WARNING - 16:25:45: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: 8
INFO - 16:25:45: Message: Positive directional derivative for linesearch
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:45: Solution:
WARNING - 16:25:45: The solution is not feasible.
INFO - 16:25:45: Objective: -3.4989599823565998
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_2 = 0.010000000000000009
INFO - 16:25:45: Design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: *** End AerodynamicsScenario execution (time: 0:00:00.019853) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start StructureScenario execution ***
INFO - 16:25:45: StructureScenario
INFO - 16:25:45: Disciplines: SobieskiStructure
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_11(x_1)
INFO - 16:25:45: with respect to x_1
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_1(x_1) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +--------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+-------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 563.30 it/sec, obj=-.366]
INFO - 16:25:45:
INFO - 16:25:45: ... 7%|▋ | 2/30 [00:00<00:00, 248.22 it/sec, obj=-.342]
INFO - 16:25:45:
INFO - 16:25:45: ... 10%|█ | 3/30 [00:00<00:00, 225.62 it/sec, obj=-.365]
INFO - 16:25:45:
INFO - 16:25:45: ... 13%|█▎ | 4/30 [00:00<00:00, 207.72 it/sec, obj=-.365]
INFO - 16:25:45:
INFO - 16:25:45: ... 17%|█▋ | 5/30 [00:00<00:00, 199.64 it/sec, obj=-.365]
INFO - 16:25:45:
INFO - 16:25:45: ... 20%|██ | 6/30 [00:00<00:00, 194.16 it/sec, obj=-.365]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: None
INFO - 16:25:45: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: -0.36496565666784275
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_1 = [-2.58485524e-02 -1.74692489e-02 -2.44407670e-02 -3.21952521e-02
INFO - 16:25:45: -3.88530648e-02 -2.40000000e-01 -9.75552972e-13]
INFO - 16:25:45: Design space:
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: *** End StructureScenario execution (time: 0:00:00.042861) ***
INFO - 16:25:45: ... 14%|█▍ | 7/50 [00:01<00:11, 3.73 it/sec, obj=-1.05e+3]
INFO - 16:25:45:
INFO - 16:25:45: *** Start PropulsionScenario execution ***
INFO - 16:25:45: PropulsionScenario
INFO - 16:25:45: Disciplines: SobieskiPropulsion
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize y_34(x_3)
INFO - 16:25:45: with respect to x_3
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_3(x_3) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 1569.72 it/sec, obj=1.04]
INFO - 16:25:45:
INFO - 16:25:45: ... 7%|▋ | 2/30 [00:00<00:00, 440.07 it/sec, obj=1.07]
INFO - 16:25:45:
INFO - 16:25:45: ... 10%|█ | 3/30 [00:00<00:00, 493.52 it/sec, obj=1.05]
INFO - 16:25:45:
INFO - 16:25:45: ... 13%|█▎ | 4/30 [00:00<00:00, 422.05 it/sec, obj=1.07]
INFO - 16:25:45:
INFO - 16:25:45: ... 17%|█▋ | 5/30 [00:00<00:00, 342.63 it/sec, obj=1.07]
INFO - 16:25:45:
INFO - 16:25:45: ... 20%|██ | 6/30 [00:00<00:00, 359.98 it/sec, obj=1.07]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: None
INFO - 16:25:45: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 8
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: 1.0733793462031596
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_3 = [-0.72171604 -0.27828396 0. -0.15721712]
INFO - 16:25:45: Design space:
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: *** End PropulsionScenario execution (time: 0:00:00.027641) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start AerodynamicsScenario execution ***
INFO - 16:25:45: AerodynamicsScenario
INFO - 16:25:45: Disciplines: SobieskiAerodynamics
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_24(x_2)
INFO - 16:25:45: with respect to x_2
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_2(x_2) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 896.99 it/sec, obj=-4.65]
INFO - 16:25:45:
WARNING - 16:25:45: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: 8
INFO - 16:25:45: Message: Positive directional derivative for linesearch
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:45: Solution:
WARNING - 16:25:45: The solution is not feasible.
INFO - 16:25:45: Objective: -4.654696008207175
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_2 = 0.010000000000000009
INFO - 16:25:45: Design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: *** End AerodynamicsScenario execution (time: 0:00:00.014408) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start StructureScenario execution ***
INFO - 16:25:45: StructureScenario
INFO - 16:25:45: Disciplines: SobieskiStructure
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_11(x_1)
INFO - 16:25:45: with respect to x_1
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_1(x_1) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 561.04 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45: ... 7%|▋ | 2/30 [00:00<00:00, 246.96 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45: ... 10%|█ | 3/30 [00:00<00:00, 226.05 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45: ... 13%|█▎ | 4/30 [00:00<00:00, 206.32 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45: ... 17%|█▋ | 5/30 [00:00<00:00, 199.35 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45: ... 20%|██ | 6/30 [00:00<00:00, 194.79 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45: ... 23%|██▎ | 7/30 [00:00<00:00, 191.69 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45: ... 27%|██▋ | 8/30 [00:00<00:00, 189.47 it/sec, obj=-.394]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: None
INFO - 16:25:45: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 9
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: -0.3943234828131065
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_1 = [-2.18016988e-02 -1.56468526e-02 -2.34022845e-02 -3.15220572e-02
INFO - 16:25:45: -3.83796197e-02 -2.40000000e-01 -3.33066907e-16]
INFO - 16:25:45: Design space:
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: *** End StructureScenario execution (time: 0:00:00.053634) ***
INFO - 16:25:45: ... 16%|█▌ | 8/50 [00:02<00:11, 3.72 it/sec, obj=-1.67e+3]
INFO - 16:25:45:
INFO - 16:25:45: *** Start PropulsionScenario execution ***
INFO - 16:25:45: PropulsionScenario
INFO - 16:25:45: Disciplines: SobieskiPropulsion
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize y_34(x_3)
INFO - 16:25:45: with respect to x_3
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_3(x_3) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 1746.90 it/sec, obj=1.03]
INFO - 16:25:45:
INFO - 16:25:45: ... 7%|▋ | 2/30 [00:00<00:00, 445.70 it/sec, obj=1.04]
INFO - 16:25:45:
INFO - 16:25:45: ... 10%|█ | 3/30 [00:00<00:00, 495.60 it/sec, obj=1.03]
INFO - 16:25:45:
INFO - 16:25:45: ... 13%|█▎ | 4/30 [00:00<00:00, 425.08 it/sec, obj=1.04]
INFO - 16:25:45:
INFO - 16:25:45: ... 17%|█▋ | 5/30 [00:00<00:00, 383.32 it/sec, obj=1.04]
INFO - 16:25:45:
INFO - 16:25:45: ... 20%|██ | 6/30 [00:00<00:00, 369.50 it/sec, obj=1.04]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: None
INFO - 16:25:45: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 10
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: 1.0410444624498805
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_3 = [-8.51430794e-01 -1.48569206e-01 2.22044605e-16 -1.59690326e-01]
INFO - 16:25:45: Design space:
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: *** End PropulsionScenario execution (time: 0:00:00.027286) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start AerodynamicsScenario execution ***
INFO - 16:25:45: AerodynamicsScenario
INFO - 16:25:45: Disciplines: SobieskiAerodynamics
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_24(x_2)
INFO - 16:25:45: with respect to x_2
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_2(x_2) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 956.51 it/sec, obj=-5.69]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: 8
INFO - 16:25:45: Message: Positive directional derivative for linesearch
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: -5.6900427487038545
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_2 = -0.040898733728932046
INFO - 16:25:45: Design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: *** End AerodynamicsScenario execution (time: 0:00:00.014157) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start StructureScenario execution ***
INFO - 16:25:45: StructureScenario
INFO - 16:25:45: Disciplines: SobieskiStructure
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_11(x_1)
INFO - 16:25:45: with respect to x_1
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_1(x_1) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 569.65 it/sec, obj=-.387]
INFO - 16:25:45:
INFO - 16:25:45: ... 7%|▋ | 2/30 [00:00<00:00, 246.83 it/sec, obj=-.129]
INFO - 16:25:45:
INFO - 16:25:45: ... 10%|█ | 3/30 [00:00<00:00, 225.77 it/sec, obj=-.163]
INFO - 16:25:45:
INFO - 16:25:45: ... 13%|█▎ | 4/30 [00:00<00:00, 214.69 it/sec, obj=-.171]
INFO - 16:25:45:
INFO - 16:25:45: ... 17%|█▋ | 5/30 [00:00<00:00, 204.44 it/sec, obj=-.172]
INFO - 16:25:45:
INFO - 16:25:45: ... 20%|██ | 6/30 [00:00<00:00, 199.00 it/sec, obj=-.172]
INFO - 16:25:45:
INFO - 16:25:45: ... 23%|██▎ | 7/30 [00:00<00:00, 195.06 it/sec, obj=-.175]
INFO - 16:25:45:
INFO - 16:25:45: ... 27%|██▋ | 8/30 [00:00<00:00, 192.13 it/sec, obj=-.177]
INFO - 16:25:45:
INFO - 16:25:45: ... 30%|███ | 9/30 [00:00<00:00, 189.51 it/sec, obj=-.177]
INFO - 16:25:45:
INFO - 16:25:45: ... 33%|███▎ | 10/30 [00:00<00:00, 188.11 it/sec, obj=-.177]
INFO - 16:25:45:
INFO - 16:25:45: ... 37%|███▋ | 11/30 [00:00<00:00, 196.24 it/sec, obj=-.177]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: None
INFO - 16:25:45: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 12
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: -0.17693182961895998
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_1 = [ 7.59660557e-10 -2.91294365e-02 -4.40206163e-02 -5.30597917e-02
INFO - 16:25:45: -5.91294368e-02 -7.67607716e-02 -1.63239228e-01]
INFO - 16:25:45: Design space:
INFO - 16:25:45: +--------+-------------+-------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+-------------------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 1.045173780953992 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+-------------------+-------------+-------+
INFO - 16:25:45: *** End StructureScenario execution (time: 0:00:00.067407) ***
INFO - 16:25:45: ... 18%|█▊ | 9/50 [00:02<00:10, 3.75 it/sec, obj=-1.73e+3]
INFO - 16:25:45:
INFO - 16:25:45: *** Start PropulsionScenario execution ***
INFO - 16:25:45: PropulsionScenario
INFO - 16:25:45: Disciplines: SobieskiPropulsion
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize y_34(x_3)
INFO - 16:25:45: with respect to x_3
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_3(x_3) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 1679.06 it/sec, obj=1.01]
INFO - 16:25:45:
INFO - 16:25:45: ... 7%|▋ | 2/30 [00:00<00:00, 437.00 it/sec, obj=1.02]
INFO - 16:25:45:
INFO - 16:25:45: ... 10%|█ | 3/30 [00:00<00:00, 493.49 it/sec, obj=1.01]
INFO - 16:25:45:
INFO - 16:25:45: ... 13%|█▎ | 4/30 [00:00<00:00, 420.84 it/sec, obj=1.02]
INFO - 16:25:45:
INFO - 16:25:45: ... 17%|█▋ | 5/30 [00:00<00:00, 389.54 it/sec, obj=1.02]
INFO - 16:25:45:
INFO - 16:25:45: ... 20%|██ | 6/30 [00:00<00:00, 402.52 it/sec, obj=1.02]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: None
INFO - 16:25:45: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: 1.016000144206171
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_3 = [-7.31050536e-01 -2.68949464e-01 8.88178420e-16 -1.65753519e-01]
INFO - 16:25:45: Design space:
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_3 | 0.1 | 0.1765337509472551 | 1 | float |
INFO - 16:25:45: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: *** End PropulsionScenario execution (time: 0:00:00.026105) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start AerodynamicsScenario execution ***
INFO - 16:25:45: AerodynamicsScenario
INFO - 16:25:45: Disciplines: SobieskiAerodynamics
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_24(x_2)
INFO - 16:25:45: with respect to x_2
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_2(x_2) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 910.22 it/sec, obj=-13]
INFO - 16:25:45:
WARNING - 16:25:45: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: 8
INFO - 16:25:45: Message: Positive directional derivative for linesearch
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:45: Solution:
WARNING - 16:25:45: The solution is not feasible.
INFO - 16:25:45: Objective: -13.032585586024217
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_2 = 0.006789165930262353
INFO - 16:25:45: Design space:
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +------+-------------+-------+-------------+-------+
INFO - 16:25:45: *** End AerodynamicsScenario execution (time: 0:00:00.019775) ***
INFO - 16:25:45:
INFO - 16:25:45: *** Start StructureScenario execution ***
INFO - 16:25:45: StructureScenario
INFO - 16:25:45: Disciplines: SobieskiStructure
INFO - 16:25:45: MDO formulation: DisciplinaryOpt
INFO - 16:25:45: Optimization problem:
INFO - 16:25:45: minimize -y_11(x_1)
INFO - 16:25:45: with respect to x_1
INFO - 16:25:45: subject to constraints:
INFO - 16:25:45: g_1(x_1) <= 0.0
INFO - 16:25:45: over the design space:
INFO - 16:25:45: +--------+-------------+-------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+-------------------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 1.045173780953992 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+-------------------+-------------+-------+
INFO - 16:25:45: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:45: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:45:
INFO - 16:25:45: ... 3%|▎ | 1/30 [00:00<00:00, 548.85 it/sec, obj=-.199]
INFO - 16:25:45:
INFO - 16:25:45: ... 7%|▋ | 2/30 [00:00<00:00, 244.17 it/sec, obj=-.265]
INFO - 16:25:45:
INFO - 16:25:45: ... 10%|█ | 3/30 [00:00<00:00, 222.29 it/sec, obj=-.596]
INFO - 16:25:45:
INFO - 16:25:45: ... 13%|█▎ | 4/30 [00:00<00:00, 207.30 it/sec, obj=-.596]
INFO - 16:25:45:
INFO - 16:25:45: ... 17%|█▋ | 5/30 [00:00<00:00, 199.27 it/sec, obj=-.596]
INFO - 16:25:45:
INFO - 16:25:45: ... 20%|██ | 6/30 [00:00<00:00, 194.62 it/sec, obj=-.599]
INFO - 16:25:45:
INFO - 16:25:45: ... 23%|██▎ | 7/30 [00:00<00:00, 191.12 it/sec, obj=-.604]
INFO - 16:25:45:
INFO - 16:25:45: ... 27%|██▋ | 8/30 [00:00<00:00, 188.93 it/sec, obj=-.605]
INFO - 16:25:45:
INFO - 16:25:45: ... 30%|███ | 9/30 [00:00<00:00, 187.31 it/sec, obj=-.605]
INFO - 16:25:45:
INFO - 16:25:45: ... 33%|███▎ | 10/30 [00:00<00:00, 185.82 it/sec, obj=-.605]
INFO - 16:25:45:
INFO - 16:25:45: ... 37%|███▋ | 11/30 [00:00<00:00, 184.88 it/sec, obj=-.605]
INFO - 16:25:45:
INFO - 16:25:45:
INFO - 16:25:45: Optimization result:
INFO - 16:25:45: Optimizer info:
INFO - 16:25:45: Status: None
INFO - 16:25:45: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:45: Number of calls to the objective function by the optimizer: 12
INFO - 16:25:45: Solution:
INFO - 16:25:45: The solution is feasible.
INFO - 16:25:45: Objective: -0.6049250967740284
INFO - 16:25:45: Standardized constraints:
INFO - 16:25:45: g_1 = [ 2.18820928e-08 -7.11385911e-03 -1.92530970e-02 -2.92829748e-02
INFO - 16:25:45: -3.71138664e-02 -2.24260819e-01 -1.57391811e-02]
INFO - 16:25:45: Design space:
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: | x_1[0] | 0.1 | 0.3956700596288923 | 0.4 | float |
INFO - 16:25:45: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:45: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:45: *** End StructureScenario execution (time: 0:00:00.070936) ***
INFO - 16:25:45: ... 20%|██ | 10/50 [00:02<00:10, 3.70 it/sec, obj=-2.59e+3]
INFO - 16:25:46:
INFO - 16:25:46: *** Start PropulsionScenario execution ***
INFO - 16:25:46: PropulsionScenario
INFO - 16:25:46: Disciplines: SobieskiPropulsion
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize y_34(x_3)
INFO - 16:25:46: with respect to x_3
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_3(x_3) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_3 | 0.1 | 0.1765337509472551 | 1 | float |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 1746.17 it/sec, obj=0.938]
INFO - 16:25:46:
INFO - 16:25:46: ... 7%|▋ | 2/30 [00:00<00:00, 435.14 it/sec, obj=0.945]
INFO - 16:25:46:
INFO - 16:25:46: ... 10%|█ | 3/30 [00:00<00:00, 486.88 it/sec, obj=0.939]
INFO - 16:25:46:
INFO - 16:25:46: ... 13%|█▎ | 4/30 [00:00<00:00, 419.75 it/sec, obj=0.945]
INFO - 16:25:46:
INFO - 16:25:46: ... 17%|█▋ | 5/30 [00:00<00:00, 389.60 it/sec, obj=0.945]
INFO - 16:25:46:
INFO - 16:25:46: ... 20%|██ | 6/30 [00:00<00:00, 370.27 it/sec, obj=0.945]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: None
INFO - 16:25:46: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: 0.9449429668739536
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_3 = [-7.57141852e-01 -2.42858148e-01 1.11022302e-15 -1.79769275e-01]
INFO - 16:25:46: Design space:
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_3 | 0.1 | 0.1600060999443509 | 1 | float |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: *** End PropulsionScenario execution (time: 0:00:00.027283) ***
INFO - 16:25:46:
INFO - 16:25:46: *** Start AerodynamicsScenario execution ***
INFO - 16:25:46: AerodynamicsScenario
INFO - 16:25:46: Disciplines: SobieskiAerodynamics
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize -y_24(x_2)
INFO - 16:25:46: with respect to x_2
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_2(x_2) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 503.94 it/sec, obj=-6.66]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: 8
INFO - 16:25:46: Message: Positive directional derivative for linesearch
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: -6.65566291884671
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_2 = -5.838916921274695e-05
INFO - 16:25:46: Design space:
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: *** End AerodynamicsScenario execution (time: 0:00:00.015564) ***
INFO - 16:25:46:
INFO - 16:25:46: *** Start StructureScenario execution ***
INFO - 16:25:46: StructureScenario
INFO - 16:25:46: Disciplines: SobieskiStructure
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize -y_11(x_1)
INFO - 16:25:46: with respect to x_1
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_1(x_1) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_1[0] | 0.1 | 0.3956700596288923 | 0.4 | float |
INFO - 16:25:46: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 552.39 it/sec, obj=-.499]
INFO - 16:25:46:
INFO - 16:25:46: ... 7%|▋ | 2/30 [00:00<00:00, 247.96 it/sec, obj=-.408]
INFO - 16:25:46:
INFO - 16:25:46: ... 10%|█ | 3/30 [00:00<00:00, 223.43 it/sec, obj=-.42]
INFO - 16:25:46:
INFO - 16:25:46: ... 13%|█▎ | 4/30 [00:00<00:00, 202.50 it/sec, obj=-.437]
INFO - 16:25:46:
INFO - 16:25:46: ... 17%|█▋ | 5/30 [00:00<00:00, 195.93 it/sec, obj=-.496]
INFO - 16:25:46:
INFO - 16:25:46: ... 20%|██ | 6/30 [00:00<00:00, 191.92 it/sec, obj=-.496]
INFO - 16:25:46:
INFO - 16:25:46: ... 23%|██▎ | 7/30 [00:00<00:00, 189.43 it/sec, obj=-.496]
INFO - 16:25:46:
INFO - 16:25:46: ... 27%|██▋ | 8/30 [00:00<00:00, 187.17 it/sec, obj=-.496]
INFO - 16:25:46:
INFO - 16:25:46: ... 30%|███ | 9/30 [00:00<00:00, 185.84 it/sec, obj=-.496]
INFO - 16:25:46:
INFO - 16:25:46: ... 33%|███▎ | 10/30 [00:00<00:00, 184.60 it/sec, obj=-.496]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: None
INFO - 16:25:46: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 11
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: -0.49617938304732806
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_1 = [ 3.83093557e-12 -1.01681988e-02 -2.26892237e-02 -3.25816547e-02
INFO - 16:25:46: -4.01681988e-02 -1.89656066e-01 -5.03439336e-02]
INFO - 16:25:46: Design space:
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_1[0] | 0.1 | 0.1919195677564518 | 0.4 | float |
INFO - 16:25:46: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: *** End StructureScenario execution (time: 0:00:00.065562) ***
INFO - 16:25:46: ... 22%|██▏ | 11/50 [00:02<00:10, 3.74 it/sec, obj=-2.94e+3]
WARNING - 16:25:46: MDAJacobi has reached its maximum number of iterations but the normed residual 2.4549723055100612e-14 is still above the tolerance 1e-14.
INFO - 16:25:46:
INFO - 16:25:46: *** Start PropulsionScenario execution ***
INFO - 16:25:46: PropulsionScenario
INFO - 16:25:46: Disciplines: SobieskiPropulsion
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize y_34(x_3)
INFO - 16:25:46: with respect to x_3
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_3(x_3) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_3 | 0.1 | 0.1600060999443509 | 1 | float |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 1621.93 it/sec, obj=0.936]
INFO - 16:25:46:
INFO - 16:25:46: ... 7%|▋ | 2/30 [00:00<00:00, 437.07 it/sec, obj=0.937]
INFO - 16:25:46:
INFO - 16:25:46: ... 10%|█ | 3/30 [00:00<00:00, 493.23 it/sec, obj=0.937]
INFO - 16:25:46:
INFO - 16:25:46: ... 13%|█▎ | 4/30 [00:00<00:00, 421.64 it/sec, obj=0.937]
INFO - 16:25:46:
INFO - 16:25:46: ... 17%|█▋ | 5/30 [00:00<00:00, 389.96 it/sec, obj=0.937]
INFO - 16:25:46:
INFO - 16:25:46: ... 20%|██ | 6/30 [00:00<00:00, 359.16 it/sec, obj=0.937]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: None
INFO - 16:25:46: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: 0.9370546762479626
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_3 = [-6.66658445e-01 -3.33341555e-01 -2.22044605e-16 -1.81107058e-01]
INFO - 16:25:46: Design space:
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_3 | 0.1 | 0.1585439126140074 | 1 | float |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: *** End PropulsionScenario execution (time: 0:00:00.028011) ***
INFO - 16:25:46:
INFO - 16:25:46: *** Start AerodynamicsScenario execution ***
INFO - 16:25:46: AerodynamicsScenario
INFO - 16:25:46: Disciplines: SobieskiAerodynamics
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize -y_24(x_2)
INFO - 16:25:46: with respect to x_2
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_2(x_2) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 880.79 it/sec, obj=-6.19]
INFO - 16:25:46:
WARNING - 16:25:46: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: 8
INFO - 16:25:46: Message: Positive directional derivative for linesearch
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:46: Solution:
WARNING - 16:25:46: The solution is not feasible.
INFO - 16:25:46: Objective: -6.189440039501086
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_2 = 0.010000000000000009
INFO - 16:25:46: Design space:
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: *** End AerodynamicsScenario execution (time: 0:00:00.014711) ***
INFO - 16:25:46:
INFO - 16:25:46: *** Start StructureScenario execution ***
INFO - 16:25:46: StructureScenario
INFO - 16:25:46: Disciplines: SobieskiStructure
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize -y_11(x_1)
INFO - 16:25:46: with respect to x_1
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_1(x_1) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_1[0] | 0.1 | 0.1919195677564518 | 0.4 | float |
INFO - 16:25:46: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 558.87 it/sec, obj=-.445]
INFO - 16:25:46:
INFO - 16:25:46: ... 7%|▋ | 2/30 [00:00<00:00, 248.82 it/sec, obj=-.444]
INFO - 16:25:46:
INFO - 16:25:46: ... 10%|█ | 3/30 [00:00<00:00, 225.86 it/sec, obj=-.444]
INFO - 16:25:46:
INFO - 16:25:46: ... 13%|█▎ | 4/30 [00:00<00:00, 209.84 it/sec, obj=-.444]
INFO - 16:25:46:
INFO - 16:25:46: ... 17%|█▋ | 5/30 [00:00<00:00, 198.90 it/sec, obj=-.444]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: None
INFO - 16:25:46: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: -0.4438737208471965
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_1 = [-5.64465659e-02 -3.16685293e-02 -3.27654540e-02 -3.77391106e-02
INFO - 16:25:46: -4.28530073e-02 -2.40000000e-01 -6.63413768e-12]
INFO - 16:25:46: Design space:
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_1[0] | 0.1 | 0.1188877757376786 | 0.4 | float |
INFO - 16:25:46: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: *** End StructureScenario execution (time: 0:00:00.036252) ***
INFO - 16:25:46: ... 24%|██▍ | 12/50 [00:03<00:10, 3.69 it/sec, obj=-2.39e+3]
INFO - 16:25:46:
INFO - 16:25:46: *** Start PropulsionScenario execution ***
INFO - 16:25:46: PropulsionScenario
INFO - 16:25:46: Disciplines: SobieskiPropulsion
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize y_34(x_3)
INFO - 16:25:46: with respect to x_3
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_3(x_3) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_3 | 0.1 | 0.1585439126140074 | 1 | float |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 1527.42 it/sec, obj=0.964]
INFO - 16:25:46:
INFO - 16:25:46: ... 7%|▋ | 2/30 [00:00<00:00, 414.93 it/sec, obj=0.96]
INFO - 16:25:46:
INFO - 16:25:46: ... 10%|█ | 3/30 [00:00<00:00, 394.40 it/sec, obj=0.96]
INFO - 16:25:46:
INFO - 16:25:46: ... 13%|█▎ | 4/30 [00:00<00:00, 398.67 it/sec, obj=0.96]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: None
INFO - 16:25:46: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: 0.9603974676787147
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_3 = [-7.26739533e-01 -2.73260467e-01 4.44089210e-16 -1.79874840e-01]
INFO - 16:25:46: Design space:
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_3 | 0.1 | 0.1659098581266167 | 1 | float |
INFO - 16:25:46: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: *** End PropulsionScenario execution (time: 0:00:00.021308) ***
INFO - 16:25:46:
INFO - 16:25:46: *** Start AerodynamicsScenario execution ***
INFO - 16:25:46: AerodynamicsScenario
INFO - 16:25:46: Disciplines: SobieskiAerodynamics
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize -y_24(x_2)
INFO - 16:25:46: with respect to x_2
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_2(x_2) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 890.13 it/sec, obj=-6.65]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: 8
INFO - 16:25:46: Message: Positive directional derivative for linesearch
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: -6.649273847157116
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_2 = -0.005867215623437172
INFO - 16:25:46: Design space:
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +------+-------------+-------+-------------+-------+
INFO - 16:25:46: *** End AerodynamicsScenario execution (time: 0:00:00.014280) ***
INFO - 16:25:46:
INFO - 16:25:46: *** Start StructureScenario execution ***
INFO - 16:25:46: StructureScenario
INFO - 16:25:46: Disciplines: SobieskiStructure
INFO - 16:25:46: MDO formulation: DisciplinaryOpt
INFO - 16:25:46: Optimization problem:
INFO - 16:25:46: minimize -y_11(x_1)
INFO - 16:25:46: with respect to x_1
INFO - 16:25:46: subject to constraints:
INFO - 16:25:46: g_1(x_1) <= 0.0
INFO - 16:25:46: over the design space:
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_1[0] | 0.1 | 0.1188877757376786 | 0.4 | float |
INFO - 16:25:46: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:46: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:46:
INFO - 16:25:46: ... 3%|▎ | 1/30 [00:00<00:00, 564.74 it/sec, obj=-.476]
INFO - 16:25:46:
INFO - 16:25:46: ... 7%|▋ | 2/30 [00:00<00:00, 237.72 it/sec, obj=-.476]
INFO - 16:25:46:
INFO - 16:25:46: ... 10%|█ | 3/30 [00:00<00:00, 220.10 it/sec, obj=-.476]
INFO - 16:25:46:
INFO - 16:25:46: ... 13%|█▎ | 4/30 [00:00<00:00, 205.15 it/sec, obj=-.476]
INFO - 16:25:46:
INFO - 16:25:46:
INFO - 16:25:46: Optimization result:
INFO - 16:25:46: Optimizer info:
INFO - 16:25:46: Status: None
INFO - 16:25:46: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:46: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:46: Solution:
INFO - 16:25:46: The solution is feasible.
INFO - 16:25:46: Objective: -0.4761334269920351
INFO - 16:25:46: Standardized constraints:
INFO - 16:25:46: g_1 = [-1.99840144e-14 -1.40526874e-02 -2.70592734e-02 -3.67769024e-02
INFO - 16:25:46: -4.40526874e-02 -1.57218816e-01 -8.27811842e-02]
INFO - 16:25:46: Design space:
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: | x_1[0] | 0.1 | 0.1183356752123934 | 0.4 | float |
INFO - 16:25:46: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:46: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:46: *** End StructureScenario execution (time: 0:00:00.030874) ***
INFO - 16:25:46: ... 26%|██▌ | 13/50 [00:03<00:10, 3.61 it/sec, obj=-2.66e+3]
WARNING - 16:25:47: MDAJacobi has reached its maximum number of iterations but the normed residual 2.4549723055100612e-14 is still above the tolerance 1e-14.
INFO - 16:25:47:
INFO - 16:25:47: *** Start PropulsionScenario execution ***
INFO - 16:25:47: PropulsionScenario
INFO - 16:25:47: Disciplines: SobieskiPropulsion
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize y_34(x_3)
INFO - 16:25:47: with respect to x_3
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_3(x_3) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_3 | 0.1 | 0.1659098581266167 | 1 | float |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 1742.54 it/sec, obj=0.973]
INFO - 16:25:47:
INFO - 16:25:47: ... 7%|▋ | 2/30 [00:00<00:00, 415.11 it/sec, obj=0.971]
INFO - 16:25:47:
INFO - 16:25:47: ... 10%|█ | 3/30 [00:00<00:00, 394.81 it/sec, obj=0.971]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: 8
INFO - 16:25:47: Message: Positive directional derivative for linesearch
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 16
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: 0.9711461728534313
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_3 = [-7.58632364e-01 -2.41367636e-01 8.88178420e-16 -1.79639423e-01]
INFO - 16:25:47: Design space:
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_3 | 0.1 | 0.1702740858955722 | 1 | float |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: *** End PropulsionScenario execution (time: 0:00:00.028540) ***
INFO - 16:25:47:
INFO - 16:25:47: *** Start AerodynamicsScenario execution ***
INFO - 16:25:47: AerodynamicsScenario
INFO - 16:25:47: Disciplines: SobieskiAerodynamics
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize -y_24(x_2)
INFO - 16:25:47: with respect to x_2
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_2(x_2) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 879.12 it/sec, obj=-6.54]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: 8
INFO - 16:25:47: Message: Positive directional derivative for linesearch
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: -6.54138910369114
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_2 = -0.00782710980650081
INFO - 16:25:47: Design space:
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: *** End AerodynamicsScenario execution (time: 0:00:00.014190) ***
INFO - 16:25:47:
INFO - 16:25:47: *** Start StructureScenario execution ***
INFO - 16:25:47: StructureScenario
INFO - 16:25:47: Disciplines: SobieskiStructure
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize -y_11(x_1)
INFO - 16:25:47: with respect to x_1
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_1(x_1) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_1[0] | 0.1 | 0.1183356752123934 | 0.4 | float |
INFO - 16:25:47: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 555.98 it/sec, obj=-.464]
INFO - 16:25:47:
INFO - 16:25:47: ... 7%|▋ | 2/30 [00:00<00:00, 243.44 it/sec, obj=-.464]
INFO - 16:25:47:
INFO - 16:25:47: ... 10%|█ | 3/30 [00:00<00:00, 223.93 it/sec, obj=-.464]
INFO - 16:25:47:
INFO - 16:25:47: ... 13%|█▎ | 4/30 [00:00<00:00, 207.89 it/sec, obj=-.464]
INFO - 16:25:47:
INFO - 16:25:47: ... 17%|█▋ | 5/30 [00:00<00:00, 200.49 it/sec, obj=-.464]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: None
INFO - 16:25:47: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: -0.46413096353021727
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_1 = [-2.66453526e-15 -1.49546716e-02 -2.80740056e-02 -3.77510454e-02
INFO - 16:25:47: -4.49546716e-02 -1.48161906e-01 -9.18380936e-02]
INFO - 16:25:47: Design space:
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_1[0] | 0.1 | 0.1000633672746141 | 0.4 | float |
INFO - 16:25:47: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: *** End StructureScenario execution (time: 0:00:00.036254) ***
INFO - 16:25:47: ... 28%|██▊ | 14/50 [00:03<00:10, 3.59 it/sec, obj=-2.54e+3]
INFO - 16:25:47:
INFO - 16:25:47: *** Start PropulsionScenario execution ***
INFO - 16:25:47: PropulsionScenario
INFO - 16:25:47: Disciplines: SobieskiPropulsion
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize y_34(x_3)
INFO - 16:25:47: with respect to x_3
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_3(x_3) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_3 | 0.1 | 0.1702740858955722 | 1 | float |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 1050.68 it/sec, obj=0.961]
INFO - 16:25:47:
INFO - 16:25:47: ... 7%|▋ | 2/30 [00:00<00:00, 413.19 it/sec, obj=0.964]
INFO - 16:25:47:
INFO - 16:25:47: ... 10%|█ | 3/30 [00:00<00:00, 473.83 it/sec, obj=0.961]
INFO - 16:25:47:
INFO - 16:25:47: ... 13%|█▎ | 4/30 [00:00<00:00, 411.10 it/sec, obj=0.964]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: 8
INFO - 16:25:47: Message: Positive directional derivative for linesearch
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: 0.963933399861949
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_3 = [-0.69021057 -0.30978943 0. -0.17639239]
INFO - 16:25:47: Design space:
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_3 | 0.1 | 0.1637941876933404 | 1 | float |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: *** End PropulsionScenario execution (time: 0:00:00.022771) ***
INFO - 16:25:47:
INFO - 16:25:47: *** Start AerodynamicsScenario execution ***
INFO - 16:25:47: AerodynamicsScenario
INFO - 16:25:47: Disciplines: SobieskiAerodynamics
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize -y_24(x_2)
INFO - 16:25:47: with respect to x_2
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_2(x_2) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 943.60 it/sec, obj=-6.26]
INFO - 16:25:47:
WARNING - 16:25:47: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: 8
INFO - 16:25:47: Message: Positive directional derivative for linesearch
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:47: Solution:
WARNING - 16:25:47: The solution is not feasible.
INFO - 16:25:47: Objective: -6.258231561167342
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_2 = 0.008540984878289581
INFO - 16:25:47: Design space:
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: *** End AerodynamicsScenario execution (time: 0:00:00.019659) ***
INFO - 16:25:47:
INFO - 16:25:47: *** Start StructureScenario execution ***
INFO - 16:25:47: StructureScenario
INFO - 16:25:47: Disciplines: SobieskiStructure
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize -y_11(x_1)
INFO - 16:25:47: with respect to x_1
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_1(x_1) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_1[0] | 0.1 | 0.1000633672746141 | 0.4 | float |
INFO - 16:25:47: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 560.74 it/sec, obj=-.471]
INFO - 16:25:47:
INFO - 16:25:47: ... 7%|▋ | 2/30 [00:00<00:00, 235.33 it/sec, obj=-.471]
INFO - 16:25:47:
INFO - 16:25:47: ... 10%|█ | 3/30 [00:00<00:00, 218.22 it/sec, obj=-.472]
INFO - 16:25:47:
INFO - 16:25:47: ... 13%|█▎ | 4/30 [00:00<00:00, 204.44 it/sec, obj=-.472]
INFO - 16:25:47:
INFO - 16:25:47: ... 17%|█▋ | 5/30 [00:00<00:00, 197.98 it/sec, obj=-.474]
INFO - 16:25:47:
INFO - 16:25:47: ... 20%|██ | 6/30 [00:00<00:00, 191.76 it/sec, obj=-.474]
INFO - 16:25:47:
INFO - 16:25:47: ... 23%|██▎ | 7/30 [00:00<00:00, 189.39 it/sec, obj=-.474]
INFO - 16:25:47:
INFO - 16:25:47: ... 27%|██▋ | 8/30 [00:00<00:00, 186.10 it/sec, obj=-.474]
INFO - 16:25:47:
INFO - 16:25:47: ... 30%|███ | 9/30 [00:00<00:00, 184.91 it/sec, obj=-.474]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: None
INFO - 16:25:47: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 10
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: -0.47420064899179054
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_1 = [-1.37160202e-02 -1.08468448e-02 -2.00236953e-02 -2.89254659e-02
INFO - 16:25:47: -3.62748381e-02 -2.40000000e-01 1.01363362e-13]
INFO - 16:25:47: Design space:
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_1[0] | 0.1 | 0.3207411976950831 | 0.4 | float |
INFO - 16:25:47: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: *** End StructureScenario execution (time: 0:00:00.060247) ***
INFO - 16:25:47: ... 30%|███ | 15/50 [00:04<00:09, 3.51 it/sec, obj=-2.57e+3]
WARNING - 16:25:47: MDAJacobi has reached its maximum number of iterations but the normed residual 1.8024621670060513e-14 is still above the tolerance 1e-14.
INFO - 16:25:47:
INFO - 16:25:47: *** Start PropulsionScenario execution ***
INFO - 16:25:47: PropulsionScenario
INFO - 16:25:47: Disciplines: SobieskiPropulsion
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize y_34(x_3)
INFO - 16:25:47: with respect to x_3
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_3(x_3) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_3 | 0.1 | 0.1637941876933404 | 1 | float |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 1147.55 it/sec, obj=0.977]
INFO - 16:25:47:
INFO - 16:25:47: ... 7%|▋ | 2/30 [00:00<00:00, 403.67 it/sec, obj=0.973]
INFO - 16:25:47:
INFO - 16:25:47: ... 10%|█ | 3/30 [00:00<00:00, 385.35 it/sec, obj=0.973]
INFO - 16:25:47:
INFO - 16:25:47: ... 13%|█▎ | 4/30 [00:00<00:00, 223.71 it/sec, obj=0.973]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: None
INFO - 16:25:47: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 22
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: 0.9731108113885157
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_3 = [-7.43689242e-01 -2.56310758e-01 -1.11022302e-16 -1.79696269e-01]
INFO - 16:25:47: Design space:
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_3 | 0.1 | 0.1712460465484112 | 1 | float |
INFO - 16:25:47: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: *** End PropulsionScenario execution (time: 0:00:00.029764) ***
INFO - 16:25:47:
INFO - 16:25:47: *** Start AerodynamicsScenario execution ***
INFO - 16:25:47: AerodynamicsScenario
INFO - 16:25:47: Disciplines: SobieskiAerodynamics
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize -y_24(x_2)
INFO - 16:25:47: with respect to x_2
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_2(x_2) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 939.16 it/sec, obj=-6.45]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: 8
INFO - 16:25:47: Message: Positive directional derivative for linesearch
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: -6.446121500379364
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_2 = -0.006592326650419755
INFO - 16:25:47: Design space:
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +------+-------------+-------+-------------+-------+
INFO - 16:25:47: *** End AerodynamicsScenario execution (time: 0:00:00.013869) ***
INFO - 16:25:47:
INFO - 16:25:47: *** Start StructureScenario execution ***
INFO - 16:25:47: StructureScenario
INFO - 16:25:47: Disciplines: SobieskiStructure
INFO - 16:25:47: MDO formulation: DisciplinaryOpt
INFO - 16:25:47: Optimization problem:
INFO - 16:25:47: minimize -y_11(x_1)
INFO - 16:25:47: with respect to x_1
INFO - 16:25:47: subject to constraints:
INFO - 16:25:47: g_1(x_1) <= 0.0
INFO - 16:25:47: over the design space:
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_1[0] | 0.1 | 0.3207411976950831 | 0.4 | float |
INFO - 16:25:47: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:47: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:47:
INFO - 16:25:47: ... 3%|▎ | 1/30 [00:00<00:00, 567.10 it/sec, obj=-.468]
INFO - 16:25:47:
INFO - 16:25:47: ... 7%|▋ | 2/30 [00:00<00:00, 253.31 it/sec, obj=-.367]
INFO - 16:25:47:
INFO - 16:25:47: ... 10%|█ | 3/30 [00:00<00:00, 228.54 it/sec, obj=-.382]
INFO - 16:25:47:
INFO - 16:25:47: ... 13%|█▎ | 4/30 [00:00<00:00, 211.62 it/sec, obj=-.392]
INFO - 16:25:47:
INFO - 16:25:47: ... 17%|█▋ | 5/30 [00:00<00:00, 203.30 it/sec, obj=-.453]
INFO - 16:25:47:
INFO - 16:25:47: ... 20%|██ | 6/30 [00:00<00:00, 198.13 it/sec, obj=-.466]
INFO - 16:25:47:
INFO - 16:25:47: ... 23%|██▎ | 7/30 [00:00<00:00, 192.96 it/sec, obj=-.466]
INFO - 16:25:47:
INFO - 16:25:47: ... 27%|██▋ | 8/30 [00:00<00:00, 190.51 it/sec, obj=-.466]
INFO - 16:25:47:
INFO - 16:25:47: ... 30%|███ | 9/30 [00:00<00:00, 188.97 it/sec, obj=-.466]
INFO - 16:25:47:
INFO - 16:25:47: ... 33%|███▎ | 10/30 [00:00<00:00, 187.46 it/sec, obj=-.466]
INFO - 16:25:47:
INFO - 16:25:47:
INFO - 16:25:47: Optimization result:
INFO - 16:25:47: Optimizer info:
INFO - 16:25:47: Status: None
INFO - 16:25:47: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:47: Number of calls to the objective function by the optimizer: 11
INFO - 16:25:47: Solution:
INFO - 16:25:47: The solution is feasible.
INFO - 16:25:47: Objective: -0.46573608229602165
INFO - 16:25:47: Standardized constraints:
INFO - 16:25:47: g_1 = [-1.18399734e-10 -1.42651862e-02 -2.72983344e-02 -3.70064010e-02
INFO - 16:25:47: -4.42651862e-02 -1.54344125e-01 -8.56558746e-02]
INFO - 16:25:47: Design space:
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: | x_1[0] | 0.1 | 0.1053707207375994 | 0.4 | float |
INFO - 16:25:47: | x_1[1] | 0.75 | 0.7500000001550864 | 1.25 | float |
INFO - 16:25:47: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:47: *** End StructureScenario execution (time: 0:00:00.064372) ***
INFO - 16:25:47: ... 32%|███▏ | 16/50 [00:04<00:09, 3.46 it/sec, obj=-2.51e+3]
INFO - 16:25:48:
INFO - 16:25:48: *** Start PropulsionScenario execution ***
INFO - 16:25:48: PropulsionScenario
INFO - 16:25:48: Disciplines: SobieskiPropulsion
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize y_34(x_3)
INFO - 16:25:48: with respect to x_3
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_3(x_3) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_3 | 0.1 | 0.1712460465484112 | 1 | float |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 1774.99 it/sec, obj=1.02]
INFO - 16:25:48:
INFO - 16:25:48: ... 7%|▋ | 2/30 [00:00<00:00, 452.95 it/sec, obj=1.01]
INFO - 16:25:48:
INFO - 16:25:48: ... 10%|█ | 3/30 [00:00<00:00, 418.12 it/sec, obj=1.01]
INFO - 16:25:48:
INFO - 16:25:48: ... 13%|█▎ | 4/30 [00:00<00:00, 432.34 it/sec, obj=1.01]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: None
INFO - 16:25:48: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: 1.0074936665977883
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_3 = [-7.32109602e-01 -2.67890398e-01 6.66133815e-16 -1.79257416e-01]
INFO - 16:25:48: Design space:
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_3 | 0.1 | 0.1906737348891081 | 1 | float |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: *** End PropulsionScenario execution (time: 0:00:00.020257) ***
INFO - 16:25:48:
INFO - 16:25:48: *** Start AerodynamicsScenario execution ***
INFO - 16:25:48: AerodynamicsScenario
INFO - 16:25:48: Disciplines: SobieskiAerodynamics
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize -y_24(x_2)
INFO - 16:25:48: with respect to x_2
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_2(x_2) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 900.65 it/sec, obj=-5.9]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: 8
INFO - 16:25:48: Message: Positive directional derivative for linesearch
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: -5.904912939792554
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_2 = -0.007128951629473468
INFO - 16:25:48: Design space:
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: *** End AerodynamicsScenario execution (time: 0:00:00.013941) ***
INFO - 16:25:48:
INFO - 16:25:48: *** Start StructureScenario execution ***
INFO - 16:25:48: StructureScenario
INFO - 16:25:48: Disciplines: SobieskiStructure
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize -y_11(x_1)
INFO - 16:25:48: with respect to x_1
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_1(x_1) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_1[0] | 0.1 | 0.1053707207375994 | 0.4 | float |
INFO - 16:25:48: | x_1[1] | 0.75 | 0.7500000001550864 | 1.25 | float |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 581.33 it/sec, obj=-.471]
INFO - 16:25:48:
INFO - 16:25:48: ... 7%|▋ | 2/30 [00:00<00:00, 252.04 it/sec, obj=-.471]
INFO - 16:25:48:
INFO - 16:25:48: ... 10%|█ | 3/30 [00:00<00:00, 229.80 it/sec, obj=-.471]
INFO - 16:25:48:
INFO - 16:25:48: ... 13%|█▎ | 4/30 [00:00<00:00, 211.46 it/sec, obj=-.471]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: None
INFO - 16:25:48: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: -0.4707258532110072
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_1 = [-7.14561743e-11 -1.45389238e-02 -2.76062893e-02 -3.73020377e-02
INFO - 16:25:48: -4.45389238e-02 -1.51758318e-01 -8.82416822e-02]
INFO - 16:25:48: Design space:
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_1[0] | 0.1 | 0.1011926693246881 | 0.4 | float |
INFO - 16:25:48: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: *** End StructureScenario execution (time: 0:00:00.029943) ***
WARNING - 16:25:48: MDAJacobi has reached its maximum number of iterations but the normed residual 5.457492715902317e-14 is still above the tolerance 1e-14.
INFO - 16:25:48: ... 34%|███▍ | 17/50 [00:04<00:09, 3.42 it/sec, obj=-2.2e+3]
INFO - 16:25:48:
INFO - 16:25:48: *** Start PropulsionScenario execution ***
INFO - 16:25:48: PropulsionScenario
INFO - 16:25:48: Disciplines: SobieskiPropulsion
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize y_34(x_3)
INFO - 16:25:48: with respect to x_3
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_3(x_3) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_3 | 0.1 | 0.1906737348891081 | 1 | float |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 1741.82 it/sec, obj=0.936]
INFO - 16:25:48:
INFO - 16:25:48: ... 7%|▋ | 2/30 [00:00<00:00, 440.86 it/sec, obj=0.947]
INFO - 16:25:48:
INFO - 16:25:48: ... 10%|█ | 3/30 [00:00<00:00, 495.57 it/sec, obj=0.938]
INFO - 16:25:48:
INFO - 16:25:48: ... 13%|█▎ | 4/30 [00:00<00:00, 421.93 it/sec, obj=0.947]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: 8
INFO - 16:25:48: Message: Positive directional derivative for linesearch
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: 0.9473255645867308
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_3 = [-7.84048646e-01 -2.15951354e-01 4.44089210e-16 -1.81511775e-01]
INFO - 16:25:48: Design space:
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_3 | 0.1 | 0.1625189423846049 | 1 | float |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: *** End PropulsionScenario execution (time: 0:00:00.027062) ***
INFO - 16:25:48:
INFO - 16:25:48: *** Start AerodynamicsScenario execution ***
INFO - 16:25:48: AerodynamicsScenario
INFO - 16:25:48: Disciplines: SobieskiAerodynamics
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize -y_24(x_2)
INFO - 16:25:48: with respect to x_2
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_2(x_2) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 529.85 it/sec, obj=-6.73]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: 8
INFO - 16:25:48: Message: Positive directional derivative for linesearch
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: -6.729738181724302
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_2 = -0.005752973418739593
INFO - 16:25:48: Design space:
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: *** End AerodynamicsScenario execution (time: 0:00:00.024624) ***
INFO - 16:25:48:
INFO - 16:25:48: *** Start StructureScenario execution ***
INFO - 16:25:48: StructureScenario
INFO - 16:25:48: Disciplines: SobieskiStructure
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize -y_11(x_1)
INFO - 16:25:48: with respect to x_1
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_1(x_1) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_1[0] | 0.1 | 0.1011926693246881 | 0.4 | float |
INFO - 16:25:48: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 341.50 it/sec, obj=-.462]
INFO - 16:25:48:
INFO - 16:25:48: ... 7%|▋ | 2/30 [00:00<00:00, 154.99 it/sec, obj=-.462]
INFO - 16:25:48:
INFO - 16:25:48: ... 10%|█ | 3/30 [00:00<00:00, 142.77 it/sec, obj=-.462]
INFO - 16:25:48:
INFO - 16:25:48: ... 13%|█▎ | 4/30 [00:00<00:00, 133.37 it/sec, obj=-.463]
INFO - 16:25:48:
INFO - 16:25:48: ... 17%|█▋ | 5/30 [00:00<00:00, 128.47 it/sec, obj=-.463]
INFO - 16:25:48:
INFO - 16:25:48: ... 20%|██ | 6/30 [00:00<00:00, 125.10 it/sec, obj=-.463]
INFO - 16:25:48:
INFO - 16:25:48: ... 23%|██▎ | 7/30 [00:00<00:00, 121.81 it/sec, obj=-.463]
INFO - 16:25:48:
INFO - 16:25:48: ... 27%|██▋ | 8/30 [00:00<00:00, 119.80 it/sec, obj=-.463]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: None
INFO - 16:25:48: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 9
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: -0.46272917670502467
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_1 = [ 3.10862447e-15 -1.45919486e-02 -2.76659422e-02 -3.73593045e-02
INFO - 16:25:48: -4.45919486e-02 -1.55447764e-01 -8.45522363e-02]
INFO - 16:25:48: Design space:
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_1[0] | 0.1 | 0.1423784710439869 | 0.4 | float |
INFO - 16:25:48: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: *** End StructureScenario execution (time: 0:00:00.084945) ***
INFO - 16:25:48: ... 36%|███▌ | 18/50 [00:05<00:09, 3.41 it/sec, obj=-2.76e+3]
INFO - 16:25:48:
INFO - 16:25:48: *** Start PropulsionScenario execution ***
INFO - 16:25:48: PropulsionScenario
INFO - 16:25:48: Disciplines: SobieskiPropulsion
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize y_34(x_3)
INFO - 16:25:48: with respect to x_3
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_3(x_3) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_3 | 0.1 | 0.1625189423846049 | 1 | float |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 1207.69 it/sec, obj=0.944]
INFO - 16:25:48:
INFO - 16:25:48: ... 7%|▋ | 2/30 [00:00<00:00, 321.66 it/sec, obj=0.945]
INFO - 16:25:48:
INFO - 16:25:48: ... 10%|█ | 3/30 [00:00<00:00, 385.98 it/sec, obj=0.944]
INFO - 16:25:48:
INFO - 16:25:48: ... 13%|█▎ | 4/30 [00:00<00:00, 356.78 it/sec, obj=0.945]
INFO - 16:25:48:
INFO - 16:25:48: ... 17%|█▋ | 5/30 [00:00<00:00, 323.59 it/sec, obj=0.945]
INFO - 16:25:48:
INFO - 16:25:48: ... 20%|██ | 6/30 [00:00<00:00, 270.75 it/sec, obj=0.945]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: None
INFO - 16:25:48: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: 0.9451077166343504
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_3 = [-8.90471283e-01 -1.09528717e-01 2.22044605e-16 -1.79740946e-01]
INFO - 16:25:48: Design space:
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_3 | 0.1 | 0.1600373068220878 | 1 | float |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: *** End PropulsionScenario execution (time: 0:00:00.039975) ***
INFO - 16:25:48:
INFO - 16:25:48: *** Start AerodynamicsScenario execution ***
INFO - 16:25:48: AerodynamicsScenario
INFO - 16:25:48: Disciplines: SobieskiAerodynamics
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize -y_24(x_2)
INFO - 16:25:48: with respect to x_2
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_2(x_2) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 640.06 it/sec, obj=-7.69]
INFO - 16:25:48:
WARNING - 16:25:48: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: 8
INFO - 16:25:48: Message: Positive directional derivative for linesearch
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:48: Solution:
WARNING - 16:25:48: The solution is not feasible.
INFO - 16:25:48: Objective: -7.685505183089808
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_2 = 0.008407339558974547
INFO - 16:25:48: Design space:
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +------+-------------+-------+-------------+-------+
INFO - 16:25:48: *** End AerodynamicsScenario execution (time: 0:00:00.026285) ***
INFO - 16:25:48:
INFO - 16:25:48: *** Start StructureScenario execution ***
INFO - 16:25:48: StructureScenario
INFO - 16:25:48: Disciplines: SobieskiStructure
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize -y_11(x_1)
INFO - 16:25:48: with respect to x_1
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_1(x_1) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_1[0] | 0.1 | 0.1423784710439869 | 0.4 | float |
INFO - 16:25:48: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 549.06 it/sec, obj=-.395]
INFO - 16:25:48:
INFO - 16:25:48: ... 7%|▋ | 2/30 [00:00<00:00, 243.47 it/sec, obj=-.395]
INFO - 16:25:48:
INFO - 16:25:48: ... 10%|█ | 3/30 [00:00<00:00, 224.07 it/sec, obj=-.395]
INFO - 16:25:48:
INFO - 16:25:48: ... 13%|█▎ | 4/30 [00:00<00:00, 207.76 it/sec, obj=-.395]
INFO - 16:25:48:
INFO - 16:25:48: ... 17%|█▋ | 5/30 [00:00<00:00, 199.81 it/sec, obj=-.396]
INFO - 16:25:48:
INFO - 16:25:48: ... 20%|██ | 6/30 [00:00<00:00, 194.53 it/sec, obj=-.397]
INFO - 16:25:48:
INFO - 16:25:48:
INFO - 16:25:48: Optimization result:
INFO - 16:25:48: Optimizer info:
INFO - 16:25:48: Status: 8
INFO - 16:25:48: Message: Positive directional derivative for linesearch
INFO - 16:25:48: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:48: Solution:
INFO - 16:25:48: The solution is feasible.
INFO - 16:25:48: Objective: -0.397071015917275
INFO - 16:25:48: Standardized constraints:
INFO - 16:25:48: g_1 = [-0.02530497 -0.03021458 -0.03891516 -0.04613415 -0.05177959 -0.18366785
INFO - 16:25:48: -0.05633215]
INFO - 16:25:48: Design space:
INFO - 16:25:48: +--------+-------------+-------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +--------+-------------+-------+-------------+-------+
INFO - 16:25:48: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:48: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:48: +--------+-------------+-------+-------------+-------+
INFO - 16:25:48: *** End StructureScenario execution (time: 0:00:00.048099) ***
WARNING - 16:25:48: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 16:25:48: ... 38%|███▊ | 19/50 [00:05<00:09, 3.38 it/sec, obj=-2.64e+3]
INFO - 16:25:48:
INFO - 16:25:48: *** Start PropulsionScenario execution ***
INFO - 16:25:48: PropulsionScenario
INFO - 16:25:48: Disciplines: SobieskiPropulsion
INFO - 16:25:48: MDO formulation: DisciplinaryOpt
INFO - 16:25:48: Optimization problem:
INFO - 16:25:48: minimize y_34(x_3)
INFO - 16:25:48: with respect to x_3
INFO - 16:25:48: subject to constraints:
INFO - 16:25:48: g_3(x_3) <= 0.0
INFO - 16:25:48: over the design space:
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: | x_3 | 0.1 | 0.1600373068220878 | 1 | float |
INFO - 16:25:48: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:48: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:48: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:48:
INFO - 16:25:48: ... 3%|▎ | 1/30 [00:00<00:00, 1642.89 it/sec, obj=0.938]
INFO - 16:25:48:
INFO - 16:25:48: ... 7%|▋ | 2/30 [00:00<00:00, 432.14 it/sec, obj=0.938]
INFO - 16:25:48:
INFO - 16:25:48: ... 10%|█ | 3/30 [00:00<00:00, 480.01 it/sec, obj=0.938]
INFO - 16:25:48:
INFO - 16:25:49: ... 13%|█▎ | 4/30 [00:00<00:00, 414.64 it/sec, obj=0.938]
INFO - 16:25:49:
INFO - 16:25:49: ... 17%|█▋ | 5/30 [00:00<00:00, 386.91 it/sec, obj=0.938]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: 8
INFO - 16:25:49: Message: Positive directional derivative for linesearch
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: 0.9380904430205005
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_3 = [-7.46053928e-01 -2.53946072e-01 2.22044605e-16 -1.81161283e-01]
INFO - 16:25:49: Design space:
INFO - 16:25:49: +------+-------------+------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+------------------+-------------+-------+
INFO - 16:25:49: | x_3 | 0.1 | 0.15893574288253 | 1 | float |
INFO - 16:25:49: +------+-------------+------------------+-------------+-------+
INFO - 16:25:49: *** End PropulsionScenario execution (time: 0:00:00.030779) ***
INFO - 16:25:49:
INFO - 16:25:49: *** Start AerodynamicsScenario execution ***
INFO - 16:25:49: AerodynamicsScenario
INFO - 16:25:49: Disciplines: SobieskiAerodynamics
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize -y_24(x_2)
INFO - 16:25:49: with respect to x_2
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_2(x_2) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 944.45 it/sec, obj=-7.03]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: 8
INFO - 16:25:49: Message: Positive directional derivative for linesearch
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: -7.028655629274919
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_2 = -0.0063450383543008915
INFO - 16:25:49: Design space:
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: *** End AerodynamicsScenario execution (time: 0:00:00.014068) ***
INFO - 16:25:49:
INFO - 16:25:49: *** Start StructureScenario execution ***
INFO - 16:25:49: StructureScenario
INFO - 16:25:49: Disciplines: SobieskiStructure
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize -y_11(x_1)
INFO - 16:25:49: with respect to x_1
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_1(x_1) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +--------+-------------+-------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +--------+-------------+-------+-------------+-------+
INFO - 16:25:49: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:49: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:49: +--------+-------------+-------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 546.56 it/sec, obj=-.451]
INFO - 16:25:49:
INFO - 16:25:49: ... 7%|▋ | 2/30 [00:00<00:00, 241.09 it/sec, obj=-.356]
INFO - 16:25:49:
INFO - 16:25:49: ... 10%|█ | 3/30 [00:00<00:00, 221.05 it/sec, obj=-.371]
INFO - 16:25:49:
INFO - 16:25:49: ... 13%|█▎ | 4/30 [00:00<00:00, 205.64 it/sec, obj=-.375]
INFO - 16:25:49:
INFO - 16:25:49: ... 17%|█▋ | 5/30 [00:00<00:00, 197.48 it/sec, obj=-.395]
INFO - 16:25:49:
INFO - 16:25:49: ... 20%|██ | 6/30 [00:00<00:00, 190.99 it/sec, obj=-.448]
INFO - 16:25:49:
INFO - 16:25:49: ... 23%|██▎ | 7/30 [00:00<00:00, 188.14 it/sec, obj=-.448]
INFO - 16:25:49:
INFO - 16:25:49: ... 27%|██▋ | 8/30 [00:00<00:00, 185.10 it/sec, obj=-.448]
INFO - 16:25:49:
INFO - 16:25:49: ... 30%|███ | 9/30 [00:00<00:00, 183.72 it/sec, obj=-.449]
INFO - 16:25:49:
INFO - 16:25:49: ... 33%|███▎ | 10/30 [00:00<00:00, 182.38 it/sec, obj=-.449]
INFO - 16:25:49:
INFO - 16:25:49: ... 37%|███▋ | 11/30 [00:00<00:00, 181.69 it/sec, obj=-.449]
INFO - 16:25:49:
INFO - 16:25:49: ... 40%|████ | 12/30 [00:00<00:00, 181.04 it/sec, obj=-.449]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: None
INFO - 16:25:49: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 13
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: -0.44859331221952764
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_1 = [-7.58927809e-10 -1.56463195e-02 -2.88521093e-02 -3.84980248e-02
INFO - 16:25:49: -4.56463193e-02 -1.49823805e-01 -9.01761945e-02]
INFO - 16:25:49: Design space:
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_1[0] | 0.1 | 0.1704164366660615 | 0.4 | float |
INFO - 16:25:49: | x_1[1] | 0.75 | 0.750000000318732 | 1.25 | float |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: *** End StructureScenario execution (time: 0:00:00.077817) ***
INFO - 16:25:49: ... 40%|████ | 20/50 [00:05<00:08, 3.36 it/sec, obj=-2.74e+3]
WARNING - 16:25:49: MDAJacobi has reached its maximum number of iterations but the normed residual 3.95168573214885e-12 is still above the tolerance 1e-14.
INFO - 16:25:49:
INFO - 16:25:49: *** Start PropulsionScenario execution ***
INFO - 16:25:49: PropulsionScenario
INFO - 16:25:49: Disciplines: SobieskiPropulsion
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize y_34(x_3)
INFO - 16:25:49: with respect to x_3
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_3(x_3) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +------+-------------+------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+------------------+-------------+-------+
INFO - 16:25:49: | x_3 | 0.1 | 0.15893574288253 | 1 | float |
INFO - 16:25:49: +------+-------------+------------------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 995.33 it/sec, obj=0.923]
INFO - 16:25:49:
INFO - 16:25:49: ... 7%|▋ | 2/30 [00:00<00:00, 406.80 it/sec, obj=0.924]
INFO - 16:25:49:
INFO - 16:25:49: ... 10%|█ | 3/30 [00:00<00:00, 467.61 it/sec, obj=0.923]
INFO - 16:25:49:
INFO - 16:25:49: ... 13%|█▎ | 4/30 [00:00<00:00, 406.96 it/sec, obj=0.924]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: 8
INFO - 16:25:49: Message: Positive directional derivative for linesearch
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 8
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: 0.9239330847904542
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_3 = [-6.24137363e-01 -3.75862637e-01 2.22044605e-16 -1.83255000e-01]
INFO - 16:25:49: Design space:
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: *** End PropulsionScenario execution (time: 0:00:00.024370) ***
INFO - 16:25:49:
INFO - 16:25:49: *** Start AerodynamicsScenario execution ***
INFO - 16:25:49: AerodynamicsScenario
INFO - 16:25:49: Disciplines: SobieskiAerodynamics
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize -y_24(x_2)
INFO - 16:25:49: with respect to x_2
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_2(x_2) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 908.84 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 7%|▋ | 2/30 [00:00<00:00, 361.13 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 10%|█ | 3/30 [00:00<00:00, 414.78 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 13%|█▎ | 4/30 [00:00<00:00, 437.35 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 17%|█▋ | 5/30 [00:00<00:00, 456.39 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 20%|██ | 6/30 [00:00<00:00, 471.80 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 23%|██▎ | 7/30 [00:00<00:00, 482.96 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 27%|██▋ | 8/30 [00:00<00:00, 491.02 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 30%|███ | 9/30 [00:00<00:00, 498.50 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 33%|███▎ | 10/30 [00:00<00:00, 503.55 it/sec, obj=-6.78]
INFO - 16:25:49:
INFO - 16:25:49: ... 37%|███▋ | 11/30 [00:00<00:00, 508.90 it/sec, obj=-6.78]
INFO - 16:25:49:
WARNING - 16:25:49: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: 8
INFO - 16:25:49: Message: Positive directional derivative for linesearch
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 68
INFO - 16:25:49: Solution:
WARNING - 16:25:49: The solution is not feasible.
INFO - 16:25:49: Objective: -6.783387674013115
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_2 = 0.00013985320301790338
INFO - 16:25:49: Design space:
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: *** End AerodynamicsScenario execution (time: 0:00:00.044501) ***
INFO - 16:25:49:
INFO - 16:25:49: *** Start StructureScenario execution ***
INFO - 16:25:49: StructureScenario
INFO - 16:25:49: Disciplines: SobieskiStructure
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize -y_11(x_1)
INFO - 16:25:49: with respect to x_1
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_1(x_1) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_1[0] | 0.1 | 0.1704164366660615 | 0.4 | float |
INFO - 16:25:49: | x_1[1] | 0.75 | 0.750000000318732 | 1.25 | float |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 572.99 it/sec, obj=-.456]
INFO - 16:25:49:
INFO - 16:25:49: ... 7%|▋ | 2/30 [00:00<00:00, 248.51 it/sec, obj=-.456]
INFO - 16:25:49:
INFO - 16:25:49: ... 10%|█ | 3/30 [00:00<00:00, 220.07 it/sec, obj=-.456]
INFO - 16:25:49:
INFO - 16:25:49: ... 13%|█▎ | 4/30 [00:00<00:00, 206.06 it/sec, obj=-.456]
INFO - 16:25:49:
INFO - 16:25:49: ... 17%|█▋ | 5/30 [00:00<00:00, 198.48 it/sec, obj=-.457]
INFO - 16:25:49:
INFO - 16:25:49: ... 20%|██ | 6/30 [00:00<00:00, 194.15 it/sec, obj=-.457]
INFO - 16:25:49:
INFO - 16:25:49: ... 23%|██▎ | 7/30 [00:00<00:00, 189.91 it/sec, obj=-.457]
INFO - 16:25:49:
INFO - 16:25:49: ... 27%|██▋ | 8/30 [00:00<00:00, 187.12 it/sec, obj=-.457]
INFO - 16:25:49:
INFO - 16:25:49: ... 30%|███ | 9/30 [00:00<00:00, 184.89 it/sec, obj=-.457]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: None
INFO - 16:25:49: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 10
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: -0.456702401401829
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_1 = [-2.48689958e-14 -1.43890166e-02 -2.74376436e-02 -3.71401379e-02
INFO - 16:25:49: -4.43890166e-02 -1.74383417e-01 -6.56165833e-02]
INFO - 16:25:49: Design space:
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_1[0] | 0.1 | 0.3038300592498171 | 0.4 | float |
INFO - 16:25:49: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: *** End StructureScenario execution (time: 0:00:00.060493) ***
WARNING - 16:25:49: MDAJacobi has reached its maximum number of iterations but the normed residual 3.004250865359136e-14 is still above the tolerance 1e-14.
INFO - 16:25:49: ... 42%|████▏ | 21/50 [00:06<00:08, 3.30 it/sec, obj=-2.7e+3]
INFO - 16:25:49:
INFO - 16:25:49: *** Start PropulsionScenario execution ***
INFO - 16:25:49: PropulsionScenario
INFO - 16:25:49: Disciplines: SobieskiPropulsion
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize y_34(x_3)
INFO - 16:25:49: with respect to x_3
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_3(x_3) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 1556.91 it/sec, obj=0.924]
INFO - 16:25:49:
INFO - 16:25:49: ... 7%|▋ | 2/30 [00:00<00:00, 441.34 it/sec, obj=0.924]
INFO - 16:25:49:
INFO - 16:25:49: ... 10%|█ | 3/30 [00:00<00:00, 491.67 it/sec, obj=0.924]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: None
INFO - 16:25:49: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: 0.9239330847904542
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_3 = [-8.07638733e-01 -1.92361267e-01 2.22044605e-16 -1.83255000e-01]
INFO - 16:25:49: Design space:
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 16:25:49: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: *** End PropulsionScenario execution (time: 0:00:00.017385) ***
INFO - 16:25:49:
INFO - 16:25:49: *** Start AerodynamicsScenario execution ***
INFO - 16:25:49: AerodynamicsScenario
INFO - 16:25:49: Disciplines: SobieskiAerodynamics
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize -y_24(x_2)
INFO - 16:25:49: with respect to x_2
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_2(x_2) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 1721.09 it/sec, obj=-7.03]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: 8
INFO - 16:25:49: Message: Positive directional derivative for linesearch
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: -7.034013578097051
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_2 = -0.011038943603721485
INFO - 16:25:49: Design space:
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:49: +------+-------------+-------+-------------+-------+
INFO - 16:25:49: *** End AerodynamicsScenario execution (time: 0:00:00.013591) ***
INFO - 16:25:49:
INFO - 16:25:49: *** Start StructureScenario execution ***
INFO - 16:25:49: StructureScenario
INFO - 16:25:49: Disciplines: SobieskiStructure
INFO - 16:25:49: MDO formulation: DisciplinaryOpt
INFO - 16:25:49: Optimization problem:
INFO - 16:25:49: minimize -y_11(x_1)
INFO - 16:25:49: with respect to x_1
INFO - 16:25:49: subject to constraints:
INFO - 16:25:49: g_1(x_1) <= 0.0
INFO - 16:25:49: over the design space:
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_1[0] | 0.1 | 0.3038300592498171 | 0.4 | float |
INFO - 16:25:49: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:49: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:49:
INFO - 16:25:49: ... 3%|▎ | 1/30 [00:00<00:00, 1667.72 it/sec, obj=-.439]
INFO - 16:25:49:
INFO - 16:25:49: ... 7%|▋ | 2/30 [00:00<00:00, 287.70 it/sec, obj=-.28]
INFO - 16:25:49:
INFO - 16:25:49: ... 10%|█ | 3/30 [00:00<00:00, 245.88 it/sec, obj=-.304]
INFO - 16:25:49:
INFO - 16:25:49: ... 13%|█▎ | 4/30 [00:00<00:00, 220.02 it/sec, obj=-.306]
INFO - 16:25:49:
INFO - 16:25:49: ... 17%|█▋ | 5/30 [00:00<00:00, 208.28 it/sec, obj=-.312]
INFO - 16:25:49:
INFO - 16:25:49: ... 20%|██ | 6/30 [00:00<00:00, 202.06 it/sec, obj=-.341]
INFO - 16:25:49:
INFO - 16:25:49: ... 23%|██▎ | 7/30 [00:00<00:00, 195.80 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 27%|██▋ | 8/30 [00:00<00:00, 192.83 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 30%|███ | 9/30 [00:00<00:00, 190.01 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 33%|███▎ | 10/30 [00:00<00:00, 188.19 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 37%|███▋ | 11/30 [00:00<00:00, 196.29 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 40%|████ | 12/30 [00:00<00:00, 203.64 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 43%|████▎ | 13/30 [00:00<00:00, 210.47 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 47%|████▋ | 14/30 [00:00<00:00, 216.30 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 50%|█████ | 15/30 [00:00<00:00, 221.83 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 53%|█████▎ | 16/30 [00:00<00:00, 226.83 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 57%|█████▋ | 17/30 [00:00<00:00, 231.62 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 60%|██████ | 18/30 [00:00<00:00, 235.99 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 63%|██████▎ | 19/30 [00:00<00:00, 239.85 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49: ... 67%|██████▋ | 20/30 [00:00<00:00, 243.70 it/sec, obj=-.346]
INFO - 16:25:49:
INFO - 16:25:49:
INFO - 16:25:49: Optimization result:
INFO - 16:25:49: Optimizer info:
INFO - 16:25:49: Status: None
INFO - 16:25:49: Message: Successive iterates of the design variables are closer than xtol_rel or xtol_abs. GEMSEO Stopped the driver
INFO - 16:25:49: Number of calls to the objective function by the optimizer: 21
INFO - 16:25:49: Solution:
INFO - 16:25:49: The solution is feasible.
INFO - 16:25:49: Objective: -0.3462300739750223
INFO - 16:25:49: Standardized constraints:
INFO - 16:25:49: g_1 = [ 5.67185196e-05 -1.63088401e-02 -2.96116247e-02 -3.92316972e-02
INFO - 16:25:49: -4.63277463e-02 -1.56187012e-01 -8.38129885e-02]
INFO - 16:25:49: Design space:
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:49: | x_1[1] | 0.75 | 0.8202117763364909 | 1.25 | float |
INFO - 16:25:49: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:49: *** End StructureScenario execution (time: 0:00:00.093717) ***
INFO - 16:25:49: ... 44%|████▍ | 22/50 [00:06<00:08, 3.31 it/sec, obj=-2.57e+3]
INFO - 16:25:50:
INFO - 16:25:50: *** Start PropulsionScenario execution ***
INFO - 16:25:50: PropulsionScenario
INFO - 16:25:50: Disciplines: SobieskiPropulsion
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize y_34(x_3)
INFO - 16:25:50: with respect to x_3
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_3(x_3) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 973.16 it/sec, obj=0.964]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 403.98 it/sec, obj=0.959]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 388.21 it/sec, obj=0.959]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 361.69 it/sec, obj=0.959]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: None
INFO - 16:25:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: 0.9594156187423865
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_3 = [-7.60409505e-01 -2.39590495e-01 -2.22044605e-16 -1.79548623e-01]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1651697674954054 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End PropulsionScenario execution (time: 0:00:00.022317) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start AerodynamicsScenario execution ***
INFO - 16:25:50: AerodynamicsScenario
INFO - 16:25:50: Disciplines: SobieskiAerodynamics
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_24(x_2)
INFO - 16:25:50: with respect to x_2
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_2(x_2) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 893.55 it/sec, obj=-8.13]
INFO - 16:25:50:
WARNING - 16:25:50: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: 8
INFO - 16:25:50: Message: Positive directional derivative for linesearch
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:50: Solution:
WARNING - 16:25:50: The solution is not feasible.
INFO - 16:25:50: Objective: -8.131766962173508
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_2 = 0.005443173231532539
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: *** End AerodynamicsScenario execution (time: 0:00:00.014563) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start StructureScenario execution ***
INFO - 16:25:50: StructureScenario
INFO - 16:25:50: Disciplines: SobieskiStructure
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_11(x_1)
INFO - 16:25:50: with respect to x_1
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_1(x_1) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.8202117763364909 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 537.73 it/sec, obj=-.386]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 234.03 it/sec, obj=-.491]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 217.59 it/sec, obj=-.491]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 204.31 it/sec, obj=-.491]
INFO - 16:25:50:
INFO - 16:25:50: ... 17%|█▋ | 5/30 [00:00<00:00, 195.96 it/sec, obj=-.492]
INFO - 16:25:50:
INFO - 16:25:50: ... 20%|██ | 6/30 [00:00<00:00, 191.87 it/sec, obj=-.494]
INFO - 16:25:50:
INFO - 16:25:50: ... 23%|██▎ | 7/30 [00:00<00:00, 187.71 it/sec, obj=-.495]
INFO - 16:25:50:
INFO - 16:25:50: ... 27%|██▋ | 8/30 [00:00<00:00, 186.14 it/sec, obj=-.495]
INFO - 16:25:50:
INFO - 16:25:50: ... 30%|███ | 9/30 [00:00<00:00, 184.73 it/sec, obj=-.495]
INFO - 16:25:50:
INFO - 16:25:50: ... 33%|███▎ | 10/30 [00:00<00:00, 183.62 it/sec, obj=-.495]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: None
INFO - 16:25:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 11
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: -0.49538348996413345
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_1 = [-9.49884615e-12 -9.73440441e-03 -2.22012050e-02 -3.21131568e-02
INFO - 16:25:50: -3.97344044e-02 -2.09320346e-01 -3.06796541e-02]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.3850105602924883 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End StructureScenario execution (time: 0:00:00.066030) ***
INFO - 16:25:50: ... 46%|████▌ | 23/50 [00:06<00:08, 3.33 it/sec, obj=-2.77e+3]
INFO - 16:25:50:
INFO - 16:25:50: *** Start PropulsionScenario execution ***
INFO - 16:25:50: PropulsionScenario
INFO - 16:25:50: Disciplines: SobieskiPropulsion
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize y_34(x_3)
INFO - 16:25:50: with respect to x_3
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_3(x_3) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1651697674954054 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 1645.47 it/sec, obj=0.937]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 444.19 it/sec, obj=0.94]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 490.68 it/sec, obj=0.937]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 413.66 it/sec, obj=0.94]
INFO - 16:25:50:
INFO - 16:25:50: ... 17%|█▋ | 5/30 [00:00<00:00, 376.88 it/sec, obj=0.94]
INFO - 16:25:50:
INFO - 16:25:50: ... 20%|██ | 6/30 [00:00<00:00, 251.52 it/sec, obj=0.94]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: None
INFO - 16:25:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 25
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: 0.939628260241207
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_3 = [-7.57331974e-01 -2.42668026e-01 -2.22044605e-16 -1.80674568e-01]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1590141423661808 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End PropulsionScenario execution (time: 0:00:00.035048) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start AerodynamicsScenario execution ***
INFO - 16:25:50: AerodynamicsScenario
INFO - 16:25:50: Disciplines: SobieskiAerodynamics
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_24(x_2)
INFO - 16:25:50: with respect to x_2
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_2(x_2) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 913.00 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 386.04 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 438.55 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 462.17 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 17%|█▋ | 5/30 [00:00<00:00, 480.54 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 20%|██ | 6/30 [00:00<00:00, 491.75 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 23%|██▎ | 7/30 [00:00<00:00, 499.47 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 27%|██▋ | 8/30 [00:00<00:00, 475.85 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 30%|███ | 9/30 [00:00<00:00, 460.29 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 33%|███▎ | 10/30 [00:00<00:00, 447.26 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 37%|███▋ | 11/30 [00:00<00:00, 436.26 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 40%|████ | 12/30 [00:00<00:00, 429.92 it/sec, obj=-7.19]
INFO - 16:25:50:
INFO - 16:25:50: ... 43%|████▎ | 13/30 [00:00<00:00, 392.45 it/sec, obj=-7.19]
INFO - 16:25:50:
WARNING - 16:25:50: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: 8
INFO - 16:25:50: Message: Positive directional derivative for linesearch
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 24
INFO - 16:25:50: Solution:
WARNING - 16:25:50: The solution is not feasible.
INFO - 16:25:50: Objective: -7.191611908499737
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_2 = 0.0016827779997559134
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: *** End AerodynamicsScenario execution (time: 0:00:00.048685) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start StructureScenario execution ***
INFO - 16:25:50: StructureScenario
INFO - 16:25:50: Disciplines: SobieskiStructure
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_11(x_1)
INFO - 16:25:50: with respect to x_1
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_1(x_1) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.3850105602924883 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 325.32 it/sec, obj=-.526]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 151.06 it/sec, obj=-.525]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 137.69 it/sec, obj=-.525]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 127.21 it/sec, obj=-.525]
INFO - 16:25:50:
INFO - 16:25:50: ... 17%|█▋ | 5/30 [00:00<00:00, 122.45 it/sec, obj=-.525]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: None
INFO - 16:25:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: -0.5254337517158293
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_1 = [-8.92619312e-14 -1.42736200e-02 -2.73078225e-02 -3.70155096e-02
INFO - 16:25:50: -4.42736200e-02 -1.79857038e-01 -6.01429617e-02]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.347982045643512 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End StructureScenario execution (time: 0:00:00.060006) ***
INFO - 16:25:50: ... 48%|████▊ | 24/50 [00:07<00:07, 3.32 it/sec, obj=-3.31e+3]
INFO - 16:25:50:
INFO - 16:25:50: *** Start PropulsionScenario execution ***
INFO - 16:25:50: PropulsionScenario
INFO - 16:25:50: Disciplines: SobieskiPropulsion
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize y_34(x_3)
INFO - 16:25:50: with respect to x_3
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_3(x_3) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1590141423661808 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 1730.32 it/sec, obj=0.952]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 440.95 it/sec, obj=0.95]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 409.12 it/sec, obj=0.95]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 373.85 it/sec, obj=0.95]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: None
INFO - 16:25:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: 0.9498158592660176
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_3 = [-0.78368776 -0.21631224 0. -0.18160686]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1635529035315164 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End PropulsionScenario execution (time: 0:00:00.022015) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start AerodynamicsScenario execution ***
INFO - 16:25:50: AerodynamicsScenario
INFO - 16:25:50: Disciplines: SobieskiAerodynamics
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_24(x_2)
INFO - 16:25:50: with respect to x_2
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_2(x_2) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 848.19 it/sec, obj=-6.92]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: 8
INFO - 16:25:50: Message: Positive directional derivative for linesearch
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: -6.924009067083639
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_2 = -0.004290270918740902
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: *** End AerodynamicsScenario execution (time: 0:00:00.014618) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start StructureScenario execution ***
INFO - 16:25:50: StructureScenario
INFO - 16:25:50: Disciplines: SobieskiStructure
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_11(x_1)
INFO - 16:25:50: with respect to x_1
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_1(x_1) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.347982045643512 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 534.10 it/sec, obj=-.471]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 243.45 it/sec, obj=-.391]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 221.78 it/sec, obj=-.405]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 206.58 it/sec, obj=-.43]
INFO - 16:25:50:
INFO - 16:25:50: ... 17%|█▋ | 5/30 [00:00<00:00, 196.25 it/sec, obj=-.469]
INFO - 16:25:50:
INFO - 16:25:50: ... 20%|██ | 6/30 [00:00<00:00, 192.31 it/sec, obj=-.469]
INFO - 16:25:50:
INFO - 16:25:50: ... 23%|██▎ | 7/30 [00:00<00:00, 188.76 it/sec, obj=-.469]
INFO - 16:25:50:
INFO - 16:25:50: ... 27%|██▋ | 8/30 [00:00<00:00, 187.25 it/sec, obj=-.469]
INFO - 16:25:50:
INFO - 16:25:50: ... 30%|███ | 9/30 [00:00<00:00, 185.37 it/sec, obj=-.469]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: None
INFO - 16:25:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 10
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: -0.46900868008170826
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_1 = [-7.83617615e-11 -1.41506453e-02 -2.71694760e-02 -3.68826969e-02
INFO - 16:25:50: -4.41506453e-02 -1.61410601e-01 -7.85893993e-02]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.1677091579220751 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.7500000000555147 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End StructureScenario execution (time: 0:00:00.059979) ***
INFO - 16:25:50: ... 50%|█████ | 25/50 [00:07<00:07, 3.35 it/sec, obj=-2.76e+3]
INFO - 16:25:50:
INFO - 16:25:50: *** Start PropulsionScenario execution ***
INFO - 16:25:50: PropulsionScenario
INFO - 16:25:50: Disciplines: SobieskiPropulsion
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize y_34(x_3)
INFO - 16:25:50: with respect to x_3
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_3(x_3) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1635529035315164 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 1605.17 it/sec, obj=0.942]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 427.60 it/sec, obj=0.944]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 480.87 it/sec, obj=0.943]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 415.42 it/sec, obj=0.944]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: 8
INFO - 16:25:50: Message: Positive directional derivative for linesearch
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: 0.9439830602293111
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_3 = [-7.95355710e-01 -2.04644290e-01 4.44089210e-16 -1.79934013e-01]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_3 | 0.1 | 0.1598248264850887 | 1 | float |
INFO - 16:25:50: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End PropulsionScenario execution (time: 0:00:00.027437) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start AerodynamicsScenario execution ***
INFO - 16:25:50: AerodynamicsScenario
INFO - 16:25:50: Disciplines: SobieskiAerodynamics
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_24(x_2)
INFO - 16:25:50: with respect to x_2
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_2(x_2) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 830.88 it/sec, obj=-7.44]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: 8
INFO - 16:25:50: Message: Positive directional derivative for linesearch
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: -7.443197881566433
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_2 = 0.0
INFO - 16:25:50: Design space:
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +------+-------------+-------+-------------+-------+
INFO - 16:25:50: *** End AerodynamicsScenario execution (time: 0:00:00.014654) ***
INFO - 16:25:50:
INFO - 16:25:50: *** Start StructureScenario execution ***
INFO - 16:25:50: StructureScenario
INFO - 16:25:50: Disciplines: SobieskiStructure
INFO - 16:25:50: MDO formulation: DisciplinaryOpt
INFO - 16:25:50: Optimization problem:
INFO - 16:25:50: minimize -y_11(x_1)
INFO - 16:25:50: with respect to x_1
INFO - 16:25:50: subject to constraints:
INFO - 16:25:50: g_1(x_1) <= 0.0
INFO - 16:25:50: over the design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.1677091579220751 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.7500000000555147 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:50:
INFO - 16:25:50: ... 3%|▎ | 1/30 [00:00<00:00, 536.56 it/sec, obj=-.499]
INFO - 16:25:50:
INFO - 16:25:50: ... 7%|▋ | 2/30 [00:00<00:00, 231.50 it/sec, obj=-.499]
INFO - 16:25:50:
INFO - 16:25:50: ... 10%|█ | 3/30 [00:00<00:00, 214.85 it/sec, obj=-.499]
INFO - 16:25:50:
INFO - 16:25:50: ... 13%|█▎ | 4/30 [00:00<00:00, 202.32 it/sec, obj=-.499]
INFO - 16:25:50:
INFO - 16:25:50: ... 17%|█▋ | 5/30 [00:00<00:00, 195.63 it/sec, obj=-.501]
INFO - 16:25:50:
INFO - 16:25:50: ... 20%|██ | 6/30 [00:00<00:00, 191.76 it/sec, obj=-.501]
INFO - 16:25:50:
INFO - 16:25:50: ... 23%|██▎ | 7/30 [00:00<00:00, 188.98 it/sec, obj=-.501]
INFO - 16:25:50:
INFO - 16:25:50: ... 27%|██▋ | 8/30 [00:00<00:00, 186.56 it/sec, obj=-.501]
INFO - 16:25:50:
INFO - 16:25:50:
INFO - 16:25:50: Optimization result:
INFO - 16:25:50: Optimizer info:
INFO - 16:25:50: Status: 8
INFO - 16:25:50: Message: Positive directional derivative for linesearch
INFO - 16:25:50: Number of calls to the objective function by the optimizer: 9
INFO - 16:25:50: Solution:
INFO - 16:25:50: The solution is feasible.
INFO - 16:25:50: Objective: -0.5013018894530916
INFO - 16:25:50: Standardized constraints:
INFO - 16:25:50: g_1 = [ 5.88418203e-14 -1.66867934e-02 -3.00226425e-02 -3.96217368e-02
INFO - 16:25:50: -4.66867934e-02 -1.66173210e-01 -7.38267897e-02]
INFO - 16:25:50: Design space:
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: | x_1[0] | 0.1 | 0.3654587735303172 | 0.4 | float |
INFO - 16:25:50: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:50: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:50: *** End StructureScenario execution (time: 0:00:00.058018) ***
INFO - 16:25:50: ... 52%|█████▏ | 26/50 [00:07<00:07, 3.37 it/sec, obj=-3.23e+3]
INFO - 16:25:51:
INFO - 16:25:51: *** Start PropulsionScenario execution ***
INFO - 16:25:51: PropulsionScenario
INFO - 16:25:51: Disciplines: SobieskiPropulsion
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize y_34(x_3)
INFO - 16:25:51: with respect to x_3
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_3(x_3) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1598248264850887 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 1591.16 it/sec, obj=0.946]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 440.30 it/sec, obj=0.945]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: 8
INFO - 16:25:51: Message: Positive directional derivative for linesearch
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 3
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: 0.9451065905141602
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_3 = [-8.01227844e-01 -1.98772156e-01 1.33226763e-15 -1.81131923e-01]
INFO - 16:25:51: Design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1613363655802151 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: *** End PropulsionScenario execution (time: 0:00:00.017055) ***
INFO - 16:25:51:
INFO - 16:25:51: *** Start AerodynamicsScenario execution ***
INFO - 16:25:51: AerodynamicsScenario
INFO - 16:25:51: Disciplines: SobieskiAerodynamics
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize -y_24(x_2)
INFO - 16:25:51: with respect to x_2
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_2(x_2) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 946.15 it/sec, obj=-7.01]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: 8
INFO - 16:25:51: Message: Positive directional derivative for linesearch
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: -7.00529551980781
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_2 = -0.015551842190972387
INFO - 16:25:51: Design space:
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: *** End AerodynamicsScenario execution (time: 0:00:00.013968) ***
INFO - 16:25:51:
INFO - 16:25:51: *** Start StructureScenario execution ***
INFO - 16:25:51: StructureScenario
INFO - 16:25:51: Disciplines: SobieskiStructure
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize -y_11(x_1)
INFO - 16:25:51: with respect to x_1
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_1(x_1) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_1[0] | 0.1 | 0.3654587735303172 | 0.4 | float |
INFO - 16:25:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 570.11 it/sec, obj=-.459]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 238.94 it/sec, obj=-.273]
INFO - 16:25:51:
INFO - 16:25:51: ... 10%|█ | 3/30 [00:00<00:00, 219.90 it/sec, obj=-.307]
INFO - 16:25:51:
INFO - 16:25:51: ... 13%|█▎ | 4/30 [00:00<00:00, 203.57 it/sec, obj=-.311]
INFO - 16:25:51:
INFO - 16:25:51: ... 17%|█▋ | 5/30 [00:00<00:00, 196.54 it/sec, obj=-.314]
INFO - 16:25:51:
INFO - 16:25:51: ... 20%|██ | 6/30 [00:00<00:00, 192.09 it/sec, obj=-.329]
INFO - 16:25:51:
INFO - 16:25:51: ... 23%|██▎ | 7/30 [00:00<00:00, 188.46 it/sec, obj=-.366]
INFO - 16:25:51:
INFO - 16:25:51: ... 27%|██▋ | 8/30 [00:00<00:00, 187.02 it/sec, obj=-.374]
INFO - 16:25:51:
INFO - 16:25:51: ... 30%|███ | 9/30 [00:00<00:00, 185.22 it/sec, obj=-.374]
INFO - 16:25:51:
INFO - 16:25:51: ... 33%|███▎ | 10/30 [00:00<00:00, 183.81 it/sec, obj=-.374]
INFO - 16:25:51:
INFO - 16:25:51: ... 37%|███▋ | 11/30 [00:00<00:00, 183.10 it/sec, obj=-.374]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: None
INFO - 16:25:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 12
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: -0.37435430337296877
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_1 = [-3.99680289e-15 -2.00848534e-02 -3.38454601e-02 -4.32916417e-02
INFO - 16:25:51: -5.00848534e-02 -1.26618688e-01 -1.13381312e-01]
INFO - 16:25:51: Design space:
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:51: | x_1[1] | 0.75 | 0.8121416257346559 | 1.25 | float |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: *** End StructureScenario execution (time: 0:00:00.071610) ***
INFO - 16:25:51: ... 54%|█████▍ | 27/50 [00:07<00:06, 3.40 it/sec, obj=-2.65e+3]
INFO - 16:25:51:
INFO - 16:25:51: *** Start PropulsionScenario execution ***
INFO - 16:25:51: PropulsionScenario
INFO - 16:25:51: Disciplines: SobieskiPropulsion
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize y_34(x_3)
INFO - 16:25:51: with respect to x_3
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_3(x_3) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1613363655802151 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 1734.62 it/sec, obj=0.943]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 442.04 it/sec, obj=0.944]
INFO - 16:25:51:
INFO - 16:25:51: ... 10%|█ | 3/30 [00:00<00:00, 491.69 it/sec, obj=0.943]
INFO - 16:25:51:
INFO - 16:25:51: ... 13%|█▎ | 4/30 [00:00<00:00, 416.63 it/sec, obj=0.944]
INFO - 16:25:51:
INFO - 16:25:51: ... 17%|█▋ | 5/30 [00:00<00:00, 386.52 it/sec, obj=0.944]
INFO - 16:25:51:
INFO - 16:25:51: ... 20%|██ | 6/30 [00:00<00:00, 397.94 it/sec, obj=0.944]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: None
INFO - 16:25:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: 0.943983060229311
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_3 = [-7.95606689e-01 -2.04393311e-01 8.88178420e-16 -1.79934013e-01]
INFO - 16:25:51: Design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1598248264850888 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: *** End PropulsionScenario execution (time: 0:00:00.026255) ***
INFO - 16:25:51:
INFO - 16:25:51: *** Start AerodynamicsScenario execution ***
INFO - 16:25:51: AerodynamicsScenario
INFO - 16:25:51: Disciplines: SobieskiAerodynamics
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize -y_24(x_2)
INFO - 16:25:51: with respect to x_2
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_2(x_2) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 936.02 it/sec, obj=-8.59]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: 8
INFO - 16:25:51: Message: Positive directional derivative for linesearch
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: -8.593976032129154
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_2 = 0.0
INFO - 16:25:51: Design space:
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: *** End AerodynamicsScenario execution (time: 0:00:00.014005) ***
INFO - 16:25:51:
INFO - 16:25:51: *** Start StructureScenario execution ***
INFO - 16:25:51: StructureScenario
INFO - 16:25:51: Disciplines: SobieskiStructure
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize -y_11(x_1)
INFO - 16:25:51: with respect to x_1
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_1(x_1) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 16:25:51: | x_1[1] | 0.75 | 0.8121416257346559 | 1.25 | float |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 562.62 it/sec, obj=-.417]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 249.77 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51: ... 10%|█ | 3/30 [00:00<00:00, 227.01 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51: ... 13%|█▎ | 4/30 [00:00<00:00, 209.84 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51: ... 17%|█▋ | 5/30 [00:00<00:00, 201.43 it/sec, obj=-.511]
INFO - 16:25:51:
INFO - 16:25:51: ... 20%|██ | 6/30 [00:00<00:00, 196.57 it/sec, obj=-.513]
INFO - 16:25:51:
INFO - 16:25:51: ... 23%|██▎ | 7/30 [00:00<00:00, 193.26 it/sec, obj=-.514]
INFO - 16:25:51:
INFO - 16:25:51: ... 27%|██▋ | 8/30 [00:00<00:00, 190.79 it/sec, obj=-.514]
INFO - 16:25:51:
INFO - 16:25:51: ... 30%|███ | 9/30 [00:00<00:00, 189.06 it/sec, obj=-.514]
INFO - 16:25:51:
INFO - 16:25:51: ... 33%|███▎ | 10/30 [00:00<00:00, 187.37 it/sec, obj=-.514]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: None
INFO - 16:25:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 11
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: -0.5136922580446648
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_1 = [-7.27262695e-12 -1.66978684e-02 -3.00351020e-02 -3.96336979e-02
INFO - 16:25:51: -4.66978684e-02 -1.66137365e-01 -7.38626349e-02]
INFO - 16:25:51: Design space:
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_1[0] | 0.1 | 0.3657920922560428 | 0.4 | float |
INFO - 16:25:51: | x_1[1] | 0.75 | 0.7500000000000446 | 1.25 | float |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: *** End StructureScenario execution (time: 0:00:00.064667) ***
WARNING - 16:25:51: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 16:25:51: ... 56%|█████▌ | 28/50 [00:08<00:06, 3.39 it/sec, obj=-3.23e+3]
WARNING - 16:25:51: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513367e-14 is still above the tolerance 1e-14.
INFO - 16:25:51:
INFO - 16:25:51: *** Start PropulsionScenario execution ***
INFO - 16:25:51: PropulsionScenario
INFO - 16:25:51: Disciplines: SobieskiPropulsion
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize y_34(x_3)
INFO - 16:25:51: with respect to x_3
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_3(x_3) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1598248264850888 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 1642.89 it/sec, obj=0.965]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 443.23 it/sec, obj=0.963]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: 8
INFO - 16:25:51: Message: Positive directional derivative for linesearch
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 3
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: 0.9632703839361108
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_3 = [-7.89263588e-01 -2.10736412e-01 1.33226763e-15 -1.76514239e-01]
INFO - 16:25:51: Design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1636551777392065 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: *** End PropulsionScenario execution (time: 0:00:00.016908) ***
INFO - 16:25:51:
INFO - 16:25:51: *** Start AerodynamicsScenario execution ***
INFO - 16:25:51: AerodynamicsScenario
INFO - 16:25:51: Disciplines: SobieskiAerodynamics
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize -y_24(x_2)
INFO - 16:25:51: with respect to x_2
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_2(x_2) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 914.19 it/sec, obj=-7.43]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 382.33 it/sec, obj=-7.43]
INFO - 16:25:51:
INFO - 16:25:51: ... 10%|█ | 3/30 [00:00<00:00, 429.61 it/sec, obj=-7.43]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: None
INFO - 16:25:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: -7.426048523331616
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_2 = 2.220446049250313e-16
INFO - 16:25:51: Design space:
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: *** End AerodynamicsScenario execution (time: 0:00:00.017406) ***
INFO - 16:25:51:
INFO - 16:25:51: *** Start StructureScenario execution ***
INFO - 16:25:51: StructureScenario
INFO - 16:25:51: Disciplines: SobieskiStructure
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize -y_11(x_1)
INFO - 16:25:51: with respect to x_1
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_1(x_1) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_1[0] | 0.1 | 0.3657920922560428 | 0.4 | float |
INFO - 16:25:51: | x_1[1] | 0.75 | 0.7500000000000446 | 1.25 | float |
INFO - 16:25:51: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 346.75 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 150.24 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51: ... 10%|█ | 3/30 [00:00<00:00, 138.76 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51: ... 13%|█▎ | 4/30 [00:00<00:00, 130.01 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51: ... 17%|█▋ | 5/30 [00:00<00:00, 125.55 it/sec, obj=-.51]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: 8
INFO - 16:25:51: Message: Positive directional derivative for linesearch
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: -0.5099380112545073
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_1 = [-0.00431035 -0.02151546 -0.03437731 -0.04345739 -0.05007868 -0.15638911
INFO - 16:25:51: -0.08361089]
INFO - 16:25:51: Design space:
INFO - 16:25:51: +--------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +--------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +--------+-------------+-------+-------------+-------+
INFO - 16:25:51: *** End StructureScenario execution (time: 0:00:00.060688) ***
INFO - 16:25:51: ... 58%|█████▊ | 29/50 [00:08<00:06, 3.39 it/sec, obj=-3.25e+3]
INFO - 16:25:51:
INFO - 16:25:51: *** Start PropulsionScenario execution ***
INFO - 16:25:51: PropulsionScenario
INFO - 16:25:51: Disciplines: SobieskiPropulsion
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize y_34(x_3)
INFO - 16:25:51: with respect to x_3
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_3(x_3) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1636551777392065 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 1117.88 it/sec, obj=0.948]
INFO - 16:25:51:
INFO - 16:25:51: ... 7%|▋ | 2/30 [00:00<00:00, 287.66 it/sec, obj=0.949]
INFO - 16:25:51:
INFO - 16:25:51: ... 10%|█ | 3/30 [00:00<00:00, 325.06 it/sec, obj=0.948]
INFO - 16:25:51:
INFO - 16:25:51: ... 13%|█▎ | 4/30 [00:00<00:00, 277.54 it/sec, obj=0.949]
INFO - 16:25:51:
INFO - 16:25:51: ... 17%|█▋ | 5/30 [00:00<00:00, 256.81 it/sec, obj=0.949]
INFO - 16:25:51:
INFO - 16:25:51:
INFO - 16:25:51: Optimization result:
INFO - 16:25:51: Optimizer info:
INFO - 16:25:51: Status: 8
INFO - 16:25:51: Message: Positive directional derivative for linesearch
INFO - 16:25:51: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:51: Solution:
INFO - 16:25:51: The solution is feasible.
INFO - 16:25:51: Objective: 0.9491106287248325
INFO - 16:25:51: Standardized constraints:
INFO - 16:25:51: g_3 = [-0.76429112 -0.23570888 0. -0.18021183]
INFO - 16:25:51: Design space:
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: | x_3 | 0.1 | 0.1618985587596123 | 1 | float |
INFO - 16:25:51: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:51: *** End PropulsionScenario execution (time: 0:00:00.040907) ***
INFO - 16:25:51:
INFO - 16:25:51: *** Start AerodynamicsScenario execution ***
INFO - 16:25:51: AerodynamicsScenario
INFO - 16:25:51: Disciplines: SobieskiAerodynamics
INFO - 16:25:51: MDO formulation: DisciplinaryOpt
INFO - 16:25:51: Optimization problem:
INFO - 16:25:51: minimize -y_24(x_2)
INFO - 16:25:51: with respect to x_2
INFO - 16:25:51: subject to constraints:
INFO - 16:25:51: g_2(x_2) <= 0.0
INFO - 16:25:51: over the design space:
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:51: +------+-------------+-------+-------------+-------+
INFO - 16:25:51: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:51:
INFO - 16:25:51: ... 3%|▎ | 1/30 [00:00<00:00, 572.37 it/sec, obj=-7.23]
INFO - 16:25:51:
WARNING - 16:25:52: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:52: Solution:
WARNING - 16:25:52: The solution is not feasible.
INFO - 16:25:52: Objective: -7.234891961084242
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_2 = 0.0028973835108294654
INFO - 16:25:52: Design space:
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: *** End AerodynamicsScenario execution (time: 0:00:00.030912) ***
INFO - 16:25:52:
INFO - 16:25:52: *** Start StructureScenario execution ***
INFO - 16:25:52: StructureScenario
INFO - 16:25:52: Disciplines: SobieskiStructure
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize -y_11(x_1)
INFO - 16:25:52: with respect to x_1
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_1(x_1) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 362.48 it/sec, obj=-.49]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: -0.4898174677298964
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_1 = [-0.00613557 -0.02048951 -0.03276681 -0.04176529 -0.04844432 -0.17134054
INFO - 16:25:52: -0.06865946]
INFO - 16:25:52: Design space:
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: *** End StructureScenario execution (time: 0:00:00.027159) ***
WARNING - 16:25:52: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 16:25:52: ... 60%|██████ | 30/50 [00:08<00:05, 3.37 it/sec, obj=-3.05e+3]
INFO - 16:25:52:
INFO - 16:25:52: *** Start PropulsionScenario execution ***
INFO - 16:25:52: PropulsionScenario
INFO - 16:25:52: Disciplines: SobieskiPropulsion
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize y_34(x_3)
INFO - 16:25:52: with respect to x_3
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_3(x_3) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | x_3 | 0.1 | 0.1618985587596123 | 1 | float |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 1584.55 it/sec, obj=0.964]
INFO - 16:25:52:
INFO - 16:25:52: ... 7%|▋ | 2/30 [00:00<00:00, 442.86 it/sec, obj=0.963]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 3
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: 0.9632703839361109
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_3 = [-7.32675589e-01 -2.67324411e-01 6.66133815e-16 -1.76514239e-01]
INFO - 16:25:52: Design space:
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | x_3 | 0.1 | 0.1636551777392064 | 1 | float |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: *** End PropulsionScenario execution (time: 0:00:00.017213) ***
INFO - 16:25:52:
INFO - 16:25:52: *** Start AerodynamicsScenario execution ***
INFO - 16:25:52: AerodynamicsScenario
INFO - 16:25:52: Disciplines: SobieskiAerodynamics
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize -y_24(x_2)
INFO - 16:25:52: with respect to x_2
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_2(x_2) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 867.67 it/sec, obj=-7.29]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: -7.285525036616633
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_2 = 2.220446049250313e-16
INFO - 16:25:52: Design space:
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: *** End AerodynamicsScenario execution (time: 0:00:00.014623) ***
INFO - 16:25:52:
INFO - 16:25:52: *** Start StructureScenario execution ***
INFO - 16:25:52: StructureScenario
INFO - 16:25:52: Disciplines: SobieskiStructure
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize -y_11(x_1)
INFO - 16:25:52: with respect to x_1
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_1(x_1) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 535.40 it/sec, obj=-.521]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: -0.5207700753756609
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_1 = [-0.00819004 -0.02485391 -0.03716314 -0.04582141 -0.0521239 -0.15086618
INFO - 16:25:52: -0.08913382]
INFO - 16:25:52: Design space:
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: *** End StructureScenario execution (time: 0:00:00.017293) ***
INFO - 16:25:52: ... 62%|██████▏ | 31/50 [00:09<00:05, 3.37 it/sec, obj=-3.27e+3]
WARNING - 16:25:52: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513367e-14 is still above the tolerance 1e-14.
INFO - 16:25:52:
INFO - 16:25:52: *** Start PropulsionScenario execution ***
INFO - 16:25:52: PropulsionScenario
INFO - 16:25:52: Disciplines: SobieskiPropulsion
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize y_34(x_3)
INFO - 16:25:52: with respect to x_3
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_3(x_3) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | x_3 | 0.1 | 0.1636551777392064 | 1 | float |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 1769.75 it/sec, obj=0.926]
INFO - 16:25:52:
INFO - 16:25:52: ... 7%|▋ | 2/30 [00:00<00:00, 428.23 it/sec, obj=0.929]
INFO - 16:25:52:
INFO - 16:25:52: ... 10%|█ | 3/30 [00:00<00:00, 484.85 it/sec, obj=0.927]
INFO - 16:25:52:
INFO - 16:25:52: ... 13%|█▎ | 4/30 [00:00<00:00, 387.55 it/sec, obj=0.929]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: 0.9293582005669966
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_3 = [-7.23267819e-01 -2.76732181e-01 4.44089210e-16 -1.82378274e-01]
INFO - 16:25:52: Design space:
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | x_3 | 0.1 | 0.1571758048468861 | 1 | float |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: *** End PropulsionScenario execution (time: 0:00:00.023363) ***
INFO - 16:25:52:
INFO - 16:25:52: *** Start AerodynamicsScenario execution ***
INFO - 16:25:52: AerodynamicsScenario
INFO - 16:25:52: Disciplines: SobieskiAerodynamics
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize -y_24(x_2)
INFO - 16:25:52: with respect to x_2
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_2(x_2) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 848.53 it/sec, obj=-7.7]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: -7.698758112465833
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_2 = 2.220446049250313e-16
INFO - 16:25:52: Design space:
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: *** End AerodynamicsScenario execution (time: 0:00:00.019930) ***
INFO - 16:25:52:
INFO - 16:25:52: *** Start StructureScenario execution ***
INFO - 16:25:52: StructureScenario
INFO - 16:25:52: Disciplines: SobieskiStructure
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize -y_11(x_1)
INFO - 16:25:52: with respect to x_1
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_1(x_1) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 554.80 it/sec, obj=-.543]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: 8
INFO - 16:25:52: Message: Positive directional derivative for linesearch
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: -0.5429995734689812
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 16:25:52: -0.10279135]
INFO - 16:25:52: Design space:
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +--------+-------------+-------+-------------+-------+
INFO - 16:25:52: *** End StructureScenario execution (time: 0:00:00.017199) ***
INFO - 16:25:52: ... 64%|██████▍ | 32/50 [00:09<00:05, 3.35 it/sec, obj=-3.66e+3]
INFO - 16:25:52:
INFO - 16:25:52: *** Start PropulsionScenario execution ***
INFO - 16:25:52: PropulsionScenario
INFO - 16:25:52: Disciplines: SobieskiPropulsion
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize y_34(x_3)
INFO - 16:25:52: with respect to x_3
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_3(x_3) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | x_3 | 0.1 | 0.1571758048468861 | 1 | float |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 1019.52 it/sec, obj=0.955]
INFO - 16:25:52:
INFO - 16:25:52: ... 7%|▋ | 2/30 [00:00<00:00, 408.96 it/sec, obj=0.951]
INFO - 16:25:52:
INFO - 16:25:52: ... 10%|█ | 3/30 [00:00<00:00, 390.70 it/sec, obj=0.951]
INFO - 16:25:52:
INFO - 16:25:52: ... 13%|█▎ | 4/30 [00:00<00:00, 363.43 it/sec, obj=0.951]
INFO - 16:25:52:
INFO - 16:25:52:
INFO - 16:25:52: Optimization result:
INFO - 16:25:52: Optimizer info:
INFO - 16:25:52: Status: None
INFO - 16:25:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:52: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:52: Solution:
INFO - 16:25:52: The solution is feasible.
INFO - 16:25:52: Objective: 0.9513337176235881
INFO - 16:25:52: Standardized constraints:
INFO - 16:25:52: g_3 = [-7.16077859e-01 -2.83922141e-01 -2.22044605e-16 -1.82325331e-01]
INFO - 16:25:52: Design space:
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: | x_3 | 0.1 | 0.1649016566180245 | 1 | float |
INFO - 16:25:52: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:52: *** End PropulsionScenario execution (time: 0:00:00.022058) ***
INFO - 16:25:52:
INFO - 16:25:52: *** Start AerodynamicsScenario execution ***
INFO - 16:25:52: AerodynamicsScenario
INFO - 16:25:52: Disciplines: SobieskiAerodynamics
INFO - 16:25:52: MDO formulation: DisciplinaryOpt
INFO - 16:25:52: Optimization problem:
INFO - 16:25:52: minimize -y_24(x_2)
INFO - 16:25:52: with respect to x_2
INFO - 16:25:52: subject to constraints:
INFO - 16:25:52: g_2(x_2) <= 0.0
INFO - 16:25:52: over the design space:
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:52: +------+-------------+-------+-------------+-------+
INFO - 16:25:52: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:52:
INFO - 16:25:52: ... 3%|▎ | 1/30 [00:00<00:00, 928.35 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 7%|▋ | 2/30 [00:00<00:00, 390.91 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 10%|█ | 3/30 [00:00<00:00, 446.14 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 13%|█▎ | 4/30 [00:00<00:00, 469.25 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 17%|█▋ | 5/30 [00:00<00:00, 486.44 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 20%|██ | 6/30 [00:00<00:00, 498.49 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 23%|██▎ | 7/30 [00:00<00:00, 506.65 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 27%|██▋ | 8/30 [00:00<00:00, 514.43 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 30%|███ | 9/30 [00:00<00:00, 518.60 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 33%|███▎ | 10/30 [00:00<00:00, 523.88 it/sec, obj=-7.47]
INFO - 16:25:52:
INFO - 16:25:52: ... 37%|███▋ | 11/30 [00:00<00:00, 527.04 it/sec, obj=-7.47]
INFO - 16:25:52:
WARNING - 16:25:53: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: 8
INFO - 16:25:53: Message: Positive directional derivative for linesearch
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 167
INFO - 16:25:53: Solution:
WARNING - 16:25:53: The solution is not feasible.
INFO - 16:25:53: Objective: -7.47253997192662
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_2 = 0.0017766521793076695
INFO - 16:25:53: Design space:
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End AerodynamicsScenario execution (time: 0:00:00.058117) ***
INFO - 16:25:53:
INFO - 16:25:53: *** Start StructureScenario execution ***
INFO - 16:25:53: StructureScenario
INFO - 16:25:53: Disciplines: SobieskiStructure
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize -y_11(x_1)
INFO - 16:25:53: with respect to x_1
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_1(x_1) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 562.24 it/sec, obj=-.54]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: 8
INFO - 16:25:53: Message: Positive directional derivative for linesearch
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: -0.5401793634248985
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_1 = [-0.02436009 -0.03799549 -0.0479049 -0.0548399 -0.05987546 -0.13599812
INFO - 16:25:53: -0.10400188]
INFO - 16:25:53: Design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End StructureScenario execution (time: 0:00:00.017207) ***
WARNING - 16:25:53: MDAJacobi has reached its maximum number of iterations but the normed residual 8.75882113557904e-14 is still above the tolerance 1e-14.
INFO - 16:25:53: ... 66%|██████▌ | 33/50 [00:09<00:05, 3.33 it/sec, obj=-3.39e+3]
INFO - 16:25:53:
INFO - 16:25:53: *** Start PropulsionScenario execution ***
INFO - 16:25:53: PropulsionScenario
INFO - 16:25:53: Disciplines: SobieskiPropulsion
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize y_34(x_3)
INFO - 16:25:53: with respect to x_3
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_3(x_3) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | x_3 | 0.1 | 0.1649016566180245 | 1 | float |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 1771.24 it/sec, obj=0.932]
INFO - 16:25:53:
INFO - 16:25:53: ... 7%|▋ | 2/30 [00:00<00:00, 421.22 it/sec, obj=0.935]
INFO - 16:25:53:
INFO - 16:25:53: ... 10%|█ | 3/30 [00:00<00:00, 475.62 it/sec, obj=0.932]
INFO - 16:25:53:
INFO - 16:25:53: ... 13%|█▎ | 4/30 [00:00<00:00, 410.89 it/sec, obj=0.935]
INFO - 16:25:53:
INFO - 16:25:53: ... 17%|█▋ | 5/30 [00:00<00:00, 383.86 it/sec, obj=0.935]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: 8
INFO - 16:25:53: Message: Positive directional derivative for linesearch
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: 0.9347298682722239
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_3 = [-0.68396068 -0.31603932 0. -0.18149451]
INFO - 16:25:53: Design space:
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | x_3 | 0.1 | 0.1581246929767612 | 1 | float |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: *** End PropulsionScenario execution (time: 0:00:00.026011) ***
INFO - 16:25:53:
INFO - 16:25:53: *** Start AerodynamicsScenario execution ***
INFO - 16:25:53: AerodynamicsScenario
INFO - 16:25:53: Disciplines: SobieskiAerodynamics
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize -y_24(x_2)
INFO - 16:25:53: with respect to x_2
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_2(x_2) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 859.66 it/sec, obj=-7.44]
INFO - 16:25:53:
INFO - 16:25:53: ... 7%|▋ | 2/30 [00:00<00:00, 371.49 it/sec, obj=-7.44]
INFO - 16:25:53:
INFO - 16:25:53: ... 10%|█ | 3/30 [00:00<00:00, 426.34 it/sec, obj=-7.44]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: None
INFO - 16:25:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: -7.437827166925427
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_2 = 2.220446049250313e-16
INFO - 16:25:53: Design space:
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End AerodynamicsScenario execution (time: 0:00:00.017755) ***
INFO - 16:25:53:
INFO - 16:25:53: *** Start StructureScenario execution ***
INFO - 16:25:53: StructureScenario
INFO - 16:25:53: Disciplines: SobieskiStructure
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize -y_11(x_1)
INFO - 16:25:53: with respect to x_1
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_1(x_1) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 565.88 it/sec, obj=-.527]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: 8
INFO - 16:25:53: Message: Positive directional derivative for linesearch
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: -0.5272221401189632
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 16:25:53: -0.10279135]
INFO - 16:25:53: Design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End StructureScenario execution (time: 0:00:00.017053) ***
WARNING - 16:25:53: MDAJacobi has reached its maximum number of iterations but the normed residual 2.7697824415860047e-14 is still above the tolerance 1e-14.
INFO - 16:25:53: ... 68%|██████▊ | 34/50 [00:10<00:04, 3.32 it/sec, obj=-3.43e+3]
INFO - 16:25:53:
INFO - 16:25:53: *** Start PropulsionScenario execution ***
INFO - 16:25:53: PropulsionScenario
INFO - 16:25:53: Disciplines: SobieskiPropulsion
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize y_34(x_3)
INFO - 16:25:53: with respect to x_3
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_3(x_3) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | x_3 | 0.1 | 0.1581246929767612 | 1 | float |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 1677.05 it/sec, obj=0.931]
INFO - 16:25:53:
INFO - 16:25:53: ... 7%|▋ | 2/30 [00:00<00:00, 439.29 it/sec, obj=0.931]
INFO - 16:25:53:
INFO - 16:25:53: ... 10%|█ | 3/30 [00:00<00:00, 494.53 it/sec, obj=0.931]
INFO - 16:25:53:
INFO - 16:25:53: ... 13%|█▎ | 4/30 [00:00<00:00, 354.14 it/sec, obj=0.931]
INFO - 16:25:53:
INFO - 16:25:53: ... 17%|█▋ | 5/30 [00:00<00:00, 340.80 it/sec, obj=0.931]
INFO - 16:25:53:
INFO - 16:25:53: ... 20%|██ | 6/30 [00:00<00:00, 359.15 it/sec, obj=0.931]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: None
INFO - 16:25:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 11
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: 0.9311646743314226
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_3 = [-7.50277953e-01 -2.49722047e-01 4.44089210e-15 -1.82452242e-01]
INFO - 16:25:53: Design space:
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | x_3 | 0.1 | 0.1578161320828614 | 1 | float |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: *** End PropulsionScenario execution (time: 0:00:00.027901) ***
INFO - 16:25:53:
INFO - 16:25:53: *** Start AerodynamicsScenario execution ***
INFO - 16:25:53: AerodynamicsScenario
INFO - 16:25:53: Disciplines: SobieskiAerodynamics
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize -y_24(x_2)
INFO - 16:25:53: with respect to x_2
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_2(x_2) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 914.39 it/sec, obj=-7.79]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: 8
INFO - 16:25:53: Message: Positive directional derivative for linesearch
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: -7.791805575562944
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_2 = -0.005144382331459418
INFO - 16:25:53: Design space:
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End AerodynamicsScenario execution (time: 0:00:00.014015) ***
INFO - 16:25:53:
INFO - 16:25:53: *** Start StructureScenario execution ***
INFO - 16:25:53: StructureScenario
INFO - 16:25:53: Disciplines: SobieskiStructure
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize -y_11(x_1)
INFO - 16:25:53: with respect to x_1
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_1(x_1) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 558.27 it/sec, obj=-.522]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: 8
INFO - 16:25:53: Message: Positive directional derivative for linesearch
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: -0.5216481066128197
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_1 = [-0.00330228 -0.02250355 -0.03574093 -0.04484711 -0.05140279 -0.13718794
INFO - 16:25:53: -0.10281206]
INFO - 16:25:53: Design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End StructureScenario execution (time: 0:00:00.016824) ***
INFO - 16:25:53: ... 70%|███████ | 35/50 [00:10<00:04, 3.35 it/sec, obj=-3.52e+3]
INFO - 16:25:53:
INFO - 16:25:53: *** Start PropulsionScenario execution ***
INFO - 16:25:53: PropulsionScenario
INFO - 16:25:53: Disciplines: SobieskiPropulsion
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize y_34(x_3)
INFO - 16:25:53: with respect to x_3
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_3(x_3) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | x_3 | 0.1 | 0.1578161320828614 | 1 | float |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 1657.17 it/sec, obj=0.935]
INFO - 16:25:53:
INFO - 16:25:53: ... 7%|▋ | 2/30 [00:00<00:00, 432.29 it/sec, obj=0.935]
INFO - 16:25:53:
INFO - 16:25:53: ... 10%|█ | 3/30 [00:00<00:00, 405.60 it/sec, obj=0.935]
INFO - 16:25:53:
INFO - 16:25:53: ... 13%|█▎ | 4/30 [00:00<00:00, 373.57 it/sec, obj=0.935]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: None
INFO - 16:25:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: 0.9347298682722239
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_3 = [-7.61947913e-01 -2.38052087e-01 -2.22044605e-16 -1.81494511e-01]
INFO - 16:25:53: Design space:
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: | x_3 | 0.1 | 0.1581246929767612 | 1 | float |
INFO - 16:25:53: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:53: *** End PropulsionScenario execution (time: 0:00:00.021905) ***
INFO - 16:25:53:
INFO - 16:25:53: *** Start AerodynamicsScenario execution ***
INFO - 16:25:53: AerodynamicsScenario
INFO - 16:25:53: Disciplines: SobieskiAerodynamics
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize -y_24(x_2)
INFO - 16:25:53: with respect to x_2
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_2(x_2) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 863.56 it/sec, obj=-7.8]
INFO - 16:25:53:
INFO - 16:25:53: ... 7%|▋ | 2/30 [00:00<00:00, 377.34 it/sec, obj=-7.8]
INFO - 16:25:53:
INFO - 16:25:53: ... 10%|█ | 3/30 [00:00<00:00, 433.27 it/sec, obj=-7.8]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: None
INFO - 16:25:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: -7.79841726588473
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_2 = 2.220446049250313e-16
INFO - 16:25:53: Design space:
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End AerodynamicsScenario execution (time: 0:00:00.017366) ***
INFO - 16:25:53:
INFO - 16:25:53: *** Start StructureScenario execution ***
INFO - 16:25:53: StructureScenario
INFO - 16:25:53: Disciplines: SobieskiStructure
INFO - 16:25:53: MDO formulation: DisciplinaryOpt
INFO - 16:25:53: Optimization problem:
INFO - 16:25:53: minimize -y_11(x_1)
INFO - 16:25:53: with respect to x_1
INFO - 16:25:53: subject to constraints:
INFO - 16:25:53: g_1(x_1) <= 0.0
INFO - 16:25:53: over the design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:53:
INFO - 16:25:53: ... 3%|▎ | 1/30 [00:00<00:00, 547.06 it/sec, obj=-.557]
INFO - 16:25:53:
INFO - 16:25:53:
INFO - 16:25:53: Optimization result:
INFO - 16:25:53: Optimizer info:
INFO - 16:25:53: Status: 8
INFO - 16:25:53: Message: Positive directional derivative for linesearch
INFO - 16:25:53: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:53: Solution:
INFO - 16:25:53: The solution is feasible.
INFO - 16:25:53: Objective: -0.5573002144956678
INFO - 16:25:53: Standardized constraints:
INFO - 16:25:53: g_1 = [-0.01153644 -0.02773347 -0.03956604 -0.04786048 -0.05388799 -0.14617022
INFO - 16:25:53: -0.09382978]
INFO - 16:25:53: Design space:
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:53: +--------+-------------+-------+-------------+-------+
INFO - 16:25:53: *** End StructureScenario execution (time: 0:00:00.017288) ***
INFO - 16:25:53: ... 72%|███████▏ | 36/50 [00:10<00:04, 3.38 it/sec, obj=-3.76e+3]
WARNING - 16:25:54: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513367e-14 is still above the tolerance 1e-14.
INFO - 16:25:54:
INFO - 16:25:54: *** Start PropulsionScenario execution ***
INFO - 16:25:54: PropulsionScenario
INFO - 16:25:54: Disciplines: SobieskiPropulsion
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize y_34(x_3)
INFO - 16:25:54: with respect to x_3
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_3(x_3) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1581246929767612 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 1766.77 it/sec, obj=0.937]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 445.94 it/sec, obj=0.937]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 411.69 it/sec, obj=0.937]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: 0.936879372400829
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_3 = [-0.77140319 -0.22859681 0. -0.18122537]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1585910277493759 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: *** End PropulsionScenario execution (time: 0:00:00.020181) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start AerodynamicsScenario execution ***
INFO - 16:25:54: AerodynamicsScenario
INFO - 16:25:54: Disciplines: SobieskiAerodynamics
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_24(x_2)
INFO - 16:25:54: with respect to x_2
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_2(x_2) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 857.73 it/sec, obj=-7.82]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -7.8205089257970695
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_2 = -0.006017274164621611
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: *** End AerodynamicsScenario execution (time: 0:00:00.014289) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start StructureScenario execution ***
INFO - 16:25:54: StructureScenario
INFO - 16:25:54: Disciplines: SobieskiStructure
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_11(x_1)
INFO - 16:25:54: with respect to x_1
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_1(x_1) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 547.70 it/sec, obj=-.55]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 243.42 it/sec, obj=-.55]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 221.77 it/sec, obj=-.55]
INFO - 16:25:54:
INFO - 16:25:54: ... 13%|█▎ | 4/30 [00:00<00:00, 202.75 it/sec, obj=-.55]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -0.5501090864345802
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_1 = [-2.22044605e-16 -1.96952123e-02 -3.34071138e-02 -4.28708293e-02
INFO - 16:25:54: -4.96952123e-02 -1.38905726e-01 -1.01094274e-01]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.3823142758280192 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: *** End StructureScenario execution (time: 0:00:00.035155) ***
INFO - 16:25:54: ... 74%|███████▍ | 37/50 [00:10<00:03, 3.40 it/sec, obj=-3.72e+3]
WARNING - 16:25:54: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513367e-14 is still above the tolerance 1e-14.
INFO - 16:25:54:
INFO - 16:25:54: *** Start PropulsionScenario execution ***
INFO - 16:25:54: PropulsionScenario
INFO - 16:25:54: Disciplines: SobieskiPropulsion
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize y_34(x_3)
INFO - 16:25:54: with respect to x_3
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_3(x_3) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1585910277493759 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 1770.50 it/sec, obj=0.942]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 452.51 it/sec, obj=0.941]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 416.13 it/sec, obj=0.941]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: 0.9410289754344905
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_3 = [-7.94742024e-01 -2.05257976e-01 2.22044605e-16 -1.81198277e-01]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+-------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.159965676055749 | 1 | float |
INFO - 16:25:54: +------+-------------+-------------------+-------------+-------+
INFO - 16:25:54: *** End PropulsionScenario execution (time: 0:00:00.021369) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start AerodynamicsScenario execution ***
INFO - 16:25:54: AerodynamicsScenario
INFO - 16:25:54: Disciplines: SobieskiAerodynamics
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_24(x_2)
INFO - 16:25:54: with respect to x_2
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_2(x_2) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 961.56 it/sec, obj=-7.85]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -7.848513509928387
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_2 = -0.011692307621278486
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: *** End AerodynamicsScenario execution (time: 0:00:00.013740) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start StructureScenario execution ***
INFO - 16:25:54: StructureScenario
INFO - 16:25:54: Disciplines: SobieskiStructure
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_11(x_1)
INFO - 16:25:54: with respect to x_1
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_1(x_1) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.3823142758280192 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 579.72 it/sec, obj=-.534]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 253.07 it/sec, obj=-.533]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 229.06 it/sec, obj=-.533]
INFO - 16:25:54:
INFO - 16:25:54: ... 13%|█▎ | 4/30 [00:00<00:00, 210.83 it/sec, obj=-.533]
INFO - 16:25:54:
INFO - 16:25:54: ... 17%|█▋ | 5/30 [00:00<00:00, 202.25 it/sec, obj=-.533]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: None
INFO - 16:25:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -0.5334132425421475
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_1 = [-5.51336754e-13 -1.87302425e-02 -3.23215228e-02 -4.18286619e-02
INFO - 16:25:54: -4.87302425e-02 -1.25941571e-01 -1.14058429e-01]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.3364781676593606 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: *** End StructureScenario execution (time: 0:00:00.035744) ***
INFO - 16:25:54: ... 76%|███████▌ | 38/50 [00:11<00:03, 3.41 it/sec, obj=-3.61e+3]
INFO - 16:25:54:
INFO - 16:25:54: *** Start PropulsionScenario execution ***
INFO - 16:25:54: PropulsionScenario
INFO - 16:25:54: Disciplines: SobieskiPropulsion
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize y_34(x_3)
INFO - 16:25:54: with respect to x_3
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_3(x_3) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+-------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.159965676055749 | 1 | float |
INFO - 16:25:54: +------+-------------+-------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 1752.01 it/sec, obj=0.939]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 448.13 it/sec, obj=0.94]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 503.03 it/sec, obj=0.939]
INFO - 16:25:54:
INFO - 16:25:54: ... 13%|█▎ | 4/30 [00:00<00:00, 428.61 it/sec, obj=0.94]
INFO - 16:25:54:
INFO - 16:25:54: ... 17%|█▋ | 5/30 [00:00<00:00, 395.96 it/sec, obj=0.94]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: 0.9395767921827551
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_3 = [-7.77905872e-01 -2.22094128e-01 2.22044605e-16 -1.81199181e-01]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1594701215167035 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: *** End PropulsionScenario execution (time: 0:00:00.025889) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start AerodynamicsScenario execution ***
INFO - 16:25:54: AerodynamicsScenario
INFO - 16:25:54: Disciplines: SobieskiAerodynamics
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_24(x_2)
INFO - 16:25:54: with respect to x_2
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_2(x_2) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 934.35 it/sec, obj=-7.75]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -7.746641452675331
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_2 = -0.01202578412644173
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: *** End AerodynamicsScenario execution (time: 0:00:00.013951) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start StructureScenario execution ***
INFO - 16:25:54: StructureScenario
INFO - 16:25:54: Disciplines: SobieskiStructure
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_11(x_1)
INFO - 16:25:54: with respect to x_1
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_1(x_1) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.3364781676593606 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 499.38 it/sec, obj=-.542]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 238.87 it/sec, obj=-.541]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 220.38 it/sec, obj=-.541]
INFO - 16:25:54:
INFO - 16:25:54: ... 13%|█▎ | 4/30 [00:00<00:00, 206.17 it/sec, obj=-.541]
INFO - 16:25:54:
INFO - 16:25:54: ... 17%|█▋ | 5/30 [00:00<00:00, 199.00 it/sec, obj=-.541]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: None
INFO - 16:25:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -0.541432239807953
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_1 = [-4.21884749e-14 -1.84181597e-02 -3.19704297e-02 -4.14916125e-02
INFO - 16:25:54: -4.84181597e-02 -1.25534171e-01 -1.14465829e-01]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.304161979061475 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: *** End StructureScenario execution (time: 0:00:00.036323) ***
INFO - 16:25:54: ... 78%|███████▊ | 39/50 [00:11<00:03, 3.43 it/sec, obj=-3.63e+3]
INFO - 16:25:54:
INFO - 16:25:54: *** Start PropulsionScenario execution ***
INFO - 16:25:54: PropulsionScenario
INFO - 16:25:54: Disciplines: SobieskiPropulsion
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize y_34(x_3)
INFO - 16:25:54: with respect to x_3
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_3(x_3) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1594701215167035 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 1780.26 it/sec, obj=0.923]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 424.16 it/sec, obj=0.924]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 483.70 it/sec, obj=0.923]
INFO - 16:25:54:
INFO - 16:25:54: ... 13%|█▎ | 4/30 [00:00<00:00, 417.62 it/sec, obj=0.924]
INFO - 16:25:54:
INFO - 16:25:54: ... 17%|█▋ | 5/30 [00:00<00:00, 388.28 it/sec, obj=0.924]
INFO - 16:25:54:
INFO - 16:25:54: ... 20%|██ | 6/30 [00:00<00:00, 401.30 it/sec, obj=0.924]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: None
INFO - 16:25:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: 0.9243854340299245
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_3 = [-7.67065069e-01 -2.32934931e-01 -6.66133815e-16 -1.83255000e-01]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1563833329019066 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: *** End PropulsionScenario execution (time: 0:00:00.025952) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start AerodynamicsScenario execution ***
INFO - 16:25:54: AerodynamicsScenario
INFO - 16:25:54: Disciplines: SobieskiAerodynamics
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_24(x_2)
INFO - 16:25:54: with respect to x_2
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_2(x_2) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 974.29 it/sec, obj=-8.03]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 396.21 it/sec, obj=-8.03]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 446.09 it/sec, obj=-8.03]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: None
INFO - 16:25:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -8.028573492067435
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_2 = 2.220446049250313e-16
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: *** End AerodynamicsScenario execution (time: 0:00:00.016933) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start StructureScenario execution ***
INFO - 16:25:54: StructureScenario
INFO - 16:25:54: Disciplines: SobieskiStructure
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_11(x_1)
INFO - 16:25:54: with respect to x_1
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_1(x_1) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.304161979061475 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 568.41 it/sec, obj=-.565]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 240.13 it/sec, obj=-.565]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 222.67 it/sec, obj=-.565]
INFO - 16:25:54:
INFO - 16:25:54: ... 13%|█▎ | 4/30 [00:00<00:00, 208.58 it/sec, obj=-.565]
INFO - 16:25:54:
INFO - 16:25:54: ... 17%|█▋ | 5/30 [00:00<00:00, 201.09 it/sec, obj=-.566]
INFO - 16:25:54:
INFO - 16:25:54: ... 20%|██ | 6/30 [00:00<00:00, 196.72 it/sec, obj=-.566]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: -0.566121526232772
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 16:25:54: -0.10279135]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: *** End StructureScenario execution (time: 0:00:00.045330) ***
INFO - 16:25:54: ... 80%|████████ | 40/50 [00:11<00:02, 3.45 it/sec, obj=-3.96e+3]
INFO - 16:25:54:
INFO - 16:25:54: *** Start PropulsionScenario execution ***
INFO - 16:25:54: PropulsionScenario
INFO - 16:25:54: Disciplines: SobieskiPropulsion
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize y_34(x_3)
INFO - 16:25:54: with respect to x_3
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_3(x_3) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1563833329019066 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 1742.54 it/sec, obj=0.927]
INFO - 16:25:54:
INFO - 16:25:54: ... 7%|▋ | 2/30 [00:00<00:00, 444.81 it/sec, obj=0.927]
INFO - 16:25:54:
INFO - 16:25:54: ... 10%|█ | 3/30 [00:00<00:00, 412.61 it/sec, obj=0.927]
INFO - 16:25:54:
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 4
INFO - 16:25:54: Solution:
INFO - 16:25:54: The solution is feasible.
INFO - 16:25:54: Objective: 0.9267522963559641
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_3 = [-0.76486189 -0.23513811 0. -0.18301343]
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: | x_3 | 0.1 | 0.1569083459210029 | 1 | float |
INFO - 16:25:54: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:54: *** End PropulsionScenario execution (time: 0:00:00.020517) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start AerodynamicsScenario execution ***
INFO - 16:25:54: AerodynamicsScenario
INFO - 16:25:54: Disciplines: SobieskiAerodynamics
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_24(x_2)
INFO - 16:25:54: with respect to x_2
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_2(x_2) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 882.45 it/sec, obj=-7.88]
INFO - 16:25:54:
WARNING - 16:25:54: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:54:
INFO - 16:25:54: Optimization result:
INFO - 16:25:54: Optimizer info:
INFO - 16:25:54: Status: 8
INFO - 16:25:54: Message: Positive directional derivative for linesearch
INFO - 16:25:54: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:54: Solution:
WARNING - 16:25:54: The solution is not feasible.
INFO - 16:25:54: Objective: -7.883239260781952
INFO - 16:25:54: Standardized constraints:
INFO - 16:25:54: g_2 = 0.0008719492072639667
INFO - 16:25:54: Design space:
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +------+-------------+-------+-------------+-------+
INFO - 16:25:54: *** End AerodynamicsScenario execution (time: 0:00:00.014421) ***
INFO - 16:25:54:
INFO - 16:25:54: *** Start StructureScenario execution ***
INFO - 16:25:54: StructureScenario
INFO - 16:25:54: Disciplines: SobieskiStructure
INFO - 16:25:54: MDO formulation: DisciplinaryOpt
INFO - 16:25:54: Optimization problem:
INFO - 16:25:54: minimize -y_11(x_1)
INFO - 16:25:54: with respect to x_1
INFO - 16:25:54: subject to constraints:
INFO - 16:25:54: g_1(x_1) <= 0.0
INFO - 16:25:54: over the design space:
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:54: +--------+-------------+-------+-------------+-------+
INFO - 16:25:54: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:54:
INFO - 16:25:54: ... 3%|▎ | 1/30 [00:00<00:00, 552.03 it/sec, obj=-.556]
INFO - 16:25:54:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: -0.5561936453220508
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_1 = [-0.01396807 -0.02933299 -0.0407576 -0.04880985 -0.05467697 -0.14686719
INFO - 16:25:55: -0.09313281]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End StructureScenario execution (time: 0:00:00.017291) ***
INFO - 16:25:55: ... 82%|████████▏ | 41/50 [00:11<00:02, 3.48 it/sec, obj=-3.8e+3]
INFO - 16:25:55:
INFO - 16:25:55: *** Start PropulsionScenario execution ***
INFO - 16:25:55: PropulsionScenario
INFO - 16:25:55: Disciplines: SobieskiPropulsion
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize y_34(x_3)
INFO - 16:25:55: with respect to x_3
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_3(x_3) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1569083459210029 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 1726.76 it/sec, obj=0.934]
INFO - 16:25:55:
INFO - 16:25:55: ... 7%|▋ | 2/30 [00:00<00:00, 440.44 it/sec, obj=0.933]
INFO - 16:25:55:
INFO - 16:25:55: ... 10%|█ | 3/30 [00:00<00:00, 406.45 it/sec, obj=0.933]
INFO - 16:25:55:
INFO - 16:25:55: ... 13%|█▎ | 4/30 [00:00<00:00, 372.07 it/sec, obj=0.933]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: None
INFO - 16:25:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: 0.9333640704196039
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_3 = [-7.58525068e-01 -2.41474932e-01 4.44089210e-16 -1.82587798e-01]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1586554331942637 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: *** End PropulsionScenario execution (time: 0:00:00.021897) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start AerodynamicsScenario execution ***
INFO - 16:25:55: AerodynamicsScenario
INFO - 16:25:55: Disciplines: SobieskiAerodynamics
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_24(x_2)
INFO - 16:25:55: with respect to x_2
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_2(x_2) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 843.42 it/sec, obj=-7.91]
INFO - 16:25:55:
WARNING - 16:25:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
WARNING - 16:25:55: The solution is not feasible.
INFO - 16:25:55: Objective: -7.909252827744931
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_2 = 0.002912503963637514
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End AerodynamicsScenario execution (time: 0:00:00.015229) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start StructureScenario execution ***
INFO - 16:25:55: StructureScenario
INFO - 16:25:55: Disciplines: SobieskiStructure
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_11(x_1)
INFO - 16:25:55: with respect to x_1
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_1(x_1) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 529.85 it/sec, obj=-.568]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: -0.5682816528487881
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_1 = [-0.02672123 -0.03941812 -0.04891507 -0.05562077 -0.06051104 -0.13786698
INFO - 16:25:55: -0.10213302]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End StructureScenario execution (time: 0:00:00.017366) ***
INFO - 16:25:55: ... 84%|████████▍ | 42/50 [00:11<00:02, 3.51 it/sec, obj=-3.87e+3]
INFO - 16:25:55:
INFO - 16:25:55: *** Start PropulsionScenario execution ***
INFO - 16:25:55: PropulsionScenario
INFO - 16:25:55: Disciplines: SobieskiPropulsion
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize y_34(x_3)
INFO - 16:25:55: with respect to x_3
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_3(x_3) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1586554331942637 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 1644.83 it/sec, obj=0.927]
INFO - 16:25:55:
INFO - 16:25:55: ... 7%|▋ | 2/30 [00:00<00:00, 448.92 it/sec, obj=0.928]
INFO - 16:25:55:
INFO - 16:25:55: ... 10%|█ | 3/30 [00:00<00:00, 504.87 it/sec, obj=0.927]
INFO - 16:25:55:
INFO - 16:25:55: ... 13%|█▎ | 4/30 [00:00<00:00, 428.42 it/sec, obj=0.928]
INFO - 16:25:55:
INFO - 16:25:55: ... 17%|█▋ | 5/30 [00:00<00:00, 382.92 it/sec, obj=0.928]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: 0.9278034558148531
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_3 = [-7.56322093e-01 -2.43677907e-01 -1.22124533e-15 -1.83242201e-01]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1574403713913717 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: *** End PropulsionScenario execution (time: 0:00:00.025953) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start AerodynamicsScenario execution ***
INFO - 16:25:55: AerodynamicsScenario
INFO - 16:25:55: Disciplines: SobieskiAerodynamics
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_24(x_2)
INFO - 16:25:55: with respect to x_2
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_2(x_2) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 954.12 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 7%|▋ | 2/30 [00:00<00:00, 392.39 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 10%|█ | 3/30 [00:00<00:00, 446.46 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 13%|█▎ | 4/30 [00:00<00:00, 451.98 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 17%|█▋ | 5/30 [00:00<00:00, 471.03 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 20%|██ | 6/30 [00:00<00:00, 484.35 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 23%|██▎ | 7/30 [00:00<00:00, 495.01 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 27%|██▋ | 8/30 [00:00<00:00, 502.29 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 30%|███ | 9/30 [00:00<00:00, 509.31 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 33%|███▎ | 10/30 [00:00<00:00, 513.83 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 37%|███▋ | 11/30 [00:00<00:00, 517.65 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 40%|████ | 12/30 [00:00<00:00, 520.71 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 43%|████▎ | 13/30 [00:00<00:00, 461.98 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 47%|████▋ | 14/30 [00:00<00:00, 468.48 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 50%|█████ | 15/30 [00:00<00:00, 473.34 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 53%|█████▎ | 16/30 [00:00<00:00, 478.58 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 57%|█████▋ | 17/30 [00:00<00:00, 482.64 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 60%|██████ | 18/30 [00:00<00:00, 486.87 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 63%|██████▎ | 19/30 [00:00<00:00, 490.20 it/sec, obj=-7.95]
INFO - 16:25:55:
INFO - 16:25:55: ... 67%|██████▋ | 20/30 [00:00<00:00, 493.66 it/sec, obj=-7.95]
INFO - 16:25:55:
WARNING - 16:25:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 35
INFO - 16:25:55: Solution:
WARNING - 16:25:55: The solution is not feasible.
INFO - 16:25:55: Objective: -7.95302250327985
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_2 = 0.0056560969447536635
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End AerodynamicsScenario execution (time: 0:00:00.052572) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start StructureScenario execution ***
INFO - 16:25:55: StructureScenario
INFO - 16:25:55: Disciplines: SobieskiStructure
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_11(x_1)
INFO - 16:25:55: with respect to x_1
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_1(x_1) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 577.57 it/sec, obj=-.571]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: -0.57111357533877
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_1 = [-0.0355334 -0.04545763 -0.05350649 -0.05932356 -0.06361317 -0.13840134
INFO - 16:25:55: -0.10159866]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End StructureScenario execution (time: 0:00:00.016988) ***
WARNING - 16:25:55: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 16:25:55: ... 86%|████████▌ | 43/50 [00:12<00:01, 3.51 it/sec, obj=-3.94e+3]
INFO - 16:25:55:
INFO - 16:25:55: *** Start PropulsionScenario execution ***
INFO - 16:25:55: PropulsionScenario
INFO - 16:25:55: Disciplines: SobieskiPropulsion
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize y_34(x_3)
INFO - 16:25:55: with respect to x_3
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_3(x_3) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1574403713913717 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 1699.47 it/sec, obj=0.928]
INFO - 16:25:55:
INFO - 16:25:55: ... 7%|▋ | 2/30 [00:00<00:00, 436.91 it/sec, obj=0.928]
INFO - 16:25:55:
INFO - 16:25:55: ... 10%|█ | 3/30 [00:00<00:00, 489.57 it/sec, obj=0.928]
INFO - 16:25:55:
INFO - 16:25:55: ... 13%|█▎ | 4/30 [00:00<00:00, 419.28 it/sec, obj=0.928]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 6
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: 0.9280720861693418
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_3 = [-7.64642523e-01 -2.35357477e-01 2.22044605e-16 -1.82603078e-01]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1569660479575735 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: *** End PropulsionScenario execution (time: 0:00:00.028806) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start AerodynamicsScenario execution ***
INFO - 16:25:55: AerodynamicsScenario
INFO - 16:25:55: Disciplines: SobieskiAerodynamics
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_24(x_2)
INFO - 16:25:55: with respect to x_2
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_2(x_2) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 862.67 it/sec, obj=-7.99]
INFO - 16:25:55:
WARNING - 16:25:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
WARNING - 16:25:55: The solution is not feasible.
INFO - 16:25:55: Objective: -7.992991346218368
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_2 = 0.00013553604234961547
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End AerodynamicsScenario execution (time: 0:00:00.014386) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start StructureScenario execution ***
INFO - 16:25:55: StructureScenario
INFO - 16:25:55: Disciplines: SobieskiStructure
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_11(x_1)
INFO - 16:25:55: with respect to x_1
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_1(x_1) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 553.85 it/sec, obj=-.566]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: -0.5655062358061297
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_1 = [-0.01828983 -0.03348607 -0.04434937 -0.05191221 -0.05738946 -0.1374443
INFO - 16:25:55: -0.1025557 ]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End StructureScenario execution (time: 0:00:00.017160) ***
INFO - 16:25:55: ... 88%|████████▊ | 44/50 [00:12<00:01, 3.54 it/sec, obj=-3.92e+3]
INFO - 16:25:55:
INFO - 16:25:55: *** Start PropulsionScenario execution ***
INFO - 16:25:55: PropulsionScenario
INFO - 16:25:55: Disciplines: SobieskiPropulsion
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize y_34(x_3)
INFO - 16:25:55: with respect to x_3
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_3(x_3) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1569660479575735 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 1756.41 it/sec, obj=0.936]
INFO - 16:25:55:
INFO - 16:25:55: ... 7%|▋ | 2/30 [00:00<00:00, 443.44 it/sec, obj=0.935]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 3
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: 0.9347278634765176
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_3 = [-7.57283588e-01 -2.42716412e-01 4.44089210e-16 -1.82469032e-01]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: | x_3 | 0.1 | 0.1590001160162516 | 1 | float |
INFO - 16:25:55: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:55: *** End PropulsionScenario execution (time: 0:00:00.016923) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start AerodynamicsScenario execution ***
INFO - 16:25:55: AerodynamicsScenario
INFO - 16:25:55: Disciplines: SobieskiAerodynamics
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_24(x_2)
INFO - 16:25:55: with respect to x_2
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_2(x_2) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 915.79 it/sec, obj=-7.89]
INFO - 16:25:55:
WARNING - 16:25:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
WARNING - 16:25:55: The solution is not feasible.
INFO - 16:25:55: Objective: -7.8897236021682176
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_2 = 0.003219409455684108
INFO - 16:25:55: Design space:
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End AerodynamicsScenario execution (time: 0:00:00.014188) ***
INFO - 16:25:55:
INFO - 16:25:55: *** Start StructureScenario execution ***
INFO - 16:25:55: StructureScenario
INFO - 16:25:55: Disciplines: SobieskiStructure
INFO - 16:25:55: MDO formulation: DisciplinaryOpt
INFO - 16:25:55: Optimization problem:
INFO - 16:25:55: minimize -y_11(x_1)
INFO - 16:25:55: with respect to x_1
INFO - 16:25:55: subject to constraints:
INFO - 16:25:55: g_1(x_1) <= 0.0
INFO - 16:25:55: over the design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:55:
INFO - 16:25:55: ... 3%|▎ | 1/30 [00:00<00:00, 554.36 it/sec, obj=-.568]
INFO - 16:25:55:
INFO - 16:25:55:
INFO - 16:25:55: Optimization result:
INFO - 16:25:55: Optimizer info:
INFO - 16:25:55: Status: 8
INFO - 16:25:55: Message: Positive directional derivative for linesearch
INFO - 16:25:55: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:55: Solution:
INFO - 16:25:55: The solution is feasible.
INFO - 16:25:55: Objective: -0.5684538197221503
INFO - 16:25:55: Standardized constraints:
INFO - 16:25:55: g_1 = [-0.02765098 -0.04005529 -0.04939946 -0.0560114 -0.0608383 -0.13797096
INFO - 16:25:55: -0.10202904]
INFO - 16:25:55: Design space:
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:55: +--------+-------------+-------+-------------+-------+
INFO - 16:25:55: *** End StructureScenario execution (time: 0:00:00.016973) ***
INFO - 16:25:55: ... 90%|█████████ | 45/50 [00:12<00:01, 3.55 it/sec, obj=-3.86e+3]
INFO - 16:25:56:
INFO - 16:25:56: *** Start PropulsionScenario execution ***
INFO - 16:25:56: PropulsionScenario
INFO - 16:25:56: Disciplines: SobieskiPropulsion
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize y_34(x_3)
INFO - 16:25:56: with respect to x_3
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_3(x_3) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1590001160162516 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 1061.31 it/sec, obj=0.933]
INFO - 16:25:56:
INFO - 16:25:56: ... 7%|▋ | 2/30 [00:00<00:00, 414.25 it/sec, obj=0.933]
INFO - 16:25:56:
INFO - 16:25:56: ... 10%|█ | 3/30 [00:00<00:00, 469.99 it/sec, obj=0.933]
INFO - 16:25:56:
INFO - 16:25:56: ... 13%|█▎ | 4/30 [00:00<00:00, 410.17 it/sec, obj=0.933]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 5
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: 0.9325835079362238
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_3 = [-0.75778107 -0.24221893 0. -0.18321004]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1589686689429165 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: *** End PropulsionScenario execution (time: 0:00:00.022591) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start AerodynamicsScenario execution ***
INFO - 16:25:56: AerodynamicsScenario
INFO - 16:25:56: Disciplines: SobieskiAerodynamics
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_24(x_2)
INFO - 16:25:56: with respect to x_2
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_2(x_2) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 915.59 it/sec, obj=-7.88]
INFO - 16:25:56:
WARNING - 16:25:56: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
WARNING - 16:25:56: The solution is not feasible.
INFO - 16:25:56: Objective: -7.876118939075707
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_2 = 0.00392905665472143
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End AerodynamicsScenario execution (time: 0:00:00.019776) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start StructureScenario execution ***
INFO - 16:25:56: StructureScenario
INFO - 16:25:56: Disciplines: SobieskiStructure
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_11(x_1)
INFO - 16:25:56: with respect to x_1
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_1(x_1) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 540.99 it/sec, obj=-.569]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -0.5691886153747461
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_1 = [-0.02972121 -0.04143814 -0.05043761 -0.05684241 -0.06153107 -0.13839183
INFO - 16:25:56: -0.10160817]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End StructureScenario execution (time: 0:00:00.017566) ***
INFO - 16:25:56: ... 92%|█████████▏| 46/50 [00:12<00:01, 3.58 it/sec, obj=-3.86e+3]
INFO - 16:25:56:
INFO - 16:25:56: *** Start PropulsionScenario execution ***
INFO - 16:25:56: PropulsionScenario
INFO - 16:25:56: Disciplines: SobieskiPropulsion
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize y_34(x_3)
INFO - 16:25:56: with respect to x_3
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_3(x_3) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1589686689429165 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 1711.26 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56: ... 7%|▋ | 2/30 [00:00<00:00, 445.99 it/sec, obj=0.929]
INFO - 16:25:56:
INFO - 16:25:56: ... 10%|█ | 3/30 [00:00<00:00, 496.99 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: 0.928623764514271
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_3 = [-0.7632591 -0.2367409 0. -0.18311369]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1575878047256504 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: *** End PropulsionScenario execution (time: 0:00:00.022121) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start AerodynamicsScenario execution ***
INFO - 16:25:56: AerodynamicsScenario
INFO - 16:25:56: Disciplines: SobieskiAerodynamics
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_24(x_2)
INFO - 16:25:56: with respect to x_2
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_2(x_2) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 877.29 it/sec, obj=-7.94]
INFO - 16:25:56:
WARNING - 16:25:56: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
WARNING - 16:25:56: The solution is not feasible.
INFO - 16:25:56: Objective: -7.937725795993614
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_2 = 0.001154426227886196
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End AerodynamicsScenario execution (time: 0:00:00.019953) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start StructureScenario execution ***
INFO - 16:25:56: StructureScenario
INFO - 16:25:56: Disciplines: SobieskiStructure
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_11(x_1)
INFO - 16:25:56: with respect to x_1
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_1(x_1) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 550.29 it/sec, obj=-.566]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -0.5656842896093961
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_1 = [-0.02058119 -0.0349831 -0.04546069 -0.05279576 -0.0581227 -0.13865592
INFO - 16:25:56: -0.10134408]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End StructureScenario execution (time: 0:00:00.017363) ***
INFO - 16:25:56: ... 94%|█████████▍| 47/50 [00:13<00:00, 3.60 it/sec, obj=-3.89e+3]
INFO - 16:25:56:
INFO - 16:25:56: *** Start PropulsionScenario execution ***
INFO - 16:25:56: PropulsionScenario
INFO - 16:25:56: Disciplines: SobieskiPropulsion
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize y_34(x_3)
INFO - 16:25:56: with respect to x_3
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_3(x_3) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1575878047256504 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 1766.77 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56: ... 7%|▋ | 2/30 [00:00<00:00, 445.99 it/sec, obj=0.929]
INFO - 16:25:56:
INFO - 16:25:56: ... 10%|█ | 3/30 [00:00<00:00, 496.80 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56: ... 13%|█▎ | 4/30 [00:00<00:00, 423.20 it/sec, obj=0.929]
INFO - 16:25:56:
INFO - 16:25:56: ... 17%|█▋ | 5/30 [00:00<00:00, 353.90 it/sec, obj=0.929]
INFO - 16:25:56:
INFO - 16:25:56: ... 20%|██ | 6/30 [00:00<00:00, 344.33 it/sec, obj=0.929]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: None
INFO - 16:25:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 9
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: 0.9285058109031854
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_3 = [-7.58153185e-01 -2.41846815e-01 4.44089210e-16 -1.82548014e-01]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1570544762424656 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: *** End PropulsionScenario execution (time: 0:00:00.028416) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start AerodynamicsScenario execution ***
INFO - 16:25:56: AerodynamicsScenario
INFO - 16:25:56: Disciplines: SobieskiAerodynamics
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_24(x_2)
INFO - 16:25:56: with respect to x_2
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_2(x_2) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 874.54 it/sec, obj=-7.97]
INFO - 16:25:56:
WARNING - 16:25:56: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
WARNING - 16:25:56: The solution is not feasible.
INFO - 16:25:56: Objective: -7.972522069837821
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_2 = 0.00425198287899109
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End AerodynamicsScenario execution (time: 0:00:00.020357) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start StructureScenario execution ***
INFO - 16:25:56: StructureScenario
INFO - 16:25:56: Disciplines: SobieskiStructure
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_11(x_1)
INFO - 16:25:56: with respect to x_1
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_1(x_1) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 552.39 it/sec, obj=-.569]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -0.5694810342432496
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_1 = [-0.03071419 -0.04210749 -0.05094238 -0.05724755 -0.06186942 -0.13852638
INFO - 16:25:56: -0.10147362]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End StructureScenario execution (time: 0:00:00.017363) ***
INFO - 16:25:56: ... 96%|█████████▌| 48/50 [00:13<00:00, 3.62 it/sec, obj=-3.94e+3]
INFO - 16:25:56:
INFO - 16:25:56: *** Start PropulsionScenario execution ***
INFO - 16:25:56: PropulsionScenario
INFO - 16:25:56: Disciplines: SobieskiPropulsion
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize y_34(x_3)
INFO - 16:25:56: with respect to x_3
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_3(x_3) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1570544762424656 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 1772.74 it/sec, obj=0.931]
INFO - 16:25:56:
INFO - 16:25:56: ... 7%|▋ | 2/30 [00:00<00:00, 453.17 it/sec, obj=0.931]
INFO - 16:25:56:
INFO - 16:25:56: ... 10%|█ | 3/30 [00:00<00:00, 416.79 it/sec, obj=0.931]
INFO - 16:25:56:
INFO - 16:25:56: ... 13%|█▎ | 4/30 [00:00<00:00, 264.32 it/sec, obj=0.931]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: None
INFO - 16:25:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 20
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: 0.9305804653920271
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_3 = [-7.62757837e-01 -2.37242163e-01 -8.88178420e-16 -1.83253790e-01]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1583468280836428 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: *** End PropulsionScenario execution (time: 0:00:00.026169) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start AerodynamicsScenario execution ***
INFO - 16:25:56: AerodynamicsScenario
INFO - 16:25:56: Disciplines: SobieskiAerodynamics
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_24(x_2)
INFO - 16:25:56: with respect to x_2
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_2(x_2) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 976.10 it/sec, obj=-7.93]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -7.933724963886174
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_2 = 1.3192311481224905e-05
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End AerodynamicsScenario execution (time: 0:00:00.013653) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start StructureScenario execution ***
INFO - 16:25:56: StructureScenario
INFO - 16:25:56: Disciplines: SobieskiStructure
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_11(x_1)
INFO - 16:25:56: with respect to x_1
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_1(x_1) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 583.11 it/sec, obj=-.564]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -0.5642306630900232
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_1 = [-0.01814981 -0.0334186 -0.04430847 -0.05188415 -0.05736866 -0.1371287
INFO - 16:25:56: -0.1028713 ]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End StructureScenario execution (time: 0:00:00.017022) ***
INFO - 16:25:56: ... 98%|█████████▊| 49/50 [00:13<00:00, 3.65 it/sec, obj=-3.85e+3]
INFO - 16:25:56:
INFO - 16:25:56: *** Start PropulsionScenario execution ***
INFO - 16:25:56: PropulsionScenario
INFO - 16:25:56: Disciplines: SobieskiPropulsion
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize y_34(x_3)
INFO - 16:25:56: with respect to x_3
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_3(x_3) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1583468280836428 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 1766.77 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56: ... 7%|▋ | 2/30 [00:00<00:00, 446.39 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56: ... 10%|█ | 3/30 [00:00<00:00, 501.53 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56: ... 13%|█▎ | 4/30 [00:00<00:00, 420.05 it/sec, obj=0.928]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 7
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: 0.9280716879671977
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_3 = [-0.76492049 -0.23507951 0. -0.18324425]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: | x_3 | 0.1 | 0.1575276113298535 | 1 | float |
INFO - 16:25:56: +------+-------------+--------------------+-------------+-------+
INFO - 16:25:56: *** End PropulsionScenario execution (time: 0:00:00.026264) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start AerodynamicsScenario execution ***
INFO - 16:25:56: AerodynamicsScenario
INFO - 16:25:56: Disciplines: SobieskiAerodynamics
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_24(x_2)
INFO - 16:25:56: with respect to x_2
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_2(x_2) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 908.45 it/sec, obj=-7.97]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -7.965804296821081
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_2 = 8.411688322551569e-05
INFO - 16:25:56: Design space:
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End AerodynamicsScenario execution (time: 0:00:00.014027) ***
INFO - 16:25:56:
INFO - 16:25:56: *** Start StructureScenario execution ***
INFO - 16:25:56: StructureScenario
INFO - 16:25:56: Disciplines: SobieskiStructure
INFO - 16:25:56: MDO formulation: DisciplinaryOpt
INFO - 16:25:56: Optimization problem:
INFO - 16:25:56: minimize -y_11(x_1)
INFO - 16:25:56: with respect to x_1
INFO - 16:25:56: subject to constraints:
INFO - 16:25:56: g_1(x_1) <= 0.0
INFO - 16:25:56: over the design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: Solving optimization problem with algorithm SLSQP:
INFO - 16:25:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 16:25:56:
INFO - 16:25:56: ... 3%|▎ | 1/30 [00:00<00:00, 569.34 it/sec, obj=-.565]
INFO - 16:25:56:
INFO - 16:25:56:
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: 8
INFO - 16:25:56: Message: Positive directional derivative for linesearch
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 2
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -0.5646860953750844
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_1 = [-0.01830932 -0.03352541 -0.04438876 -0.05194846 -0.0574223 -0.13720433
INFO - 16:25:56: -0.10279567]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 16:25:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 16:25:56: +--------+-------------+-------+-------------+-------+
INFO - 16:25:56: *** End StructureScenario execution (time: 0:00:00.017285) ***
INFO - 16:25:56: ... 100%|██████████| 50/50 [00:13<00:00, 3.67 it/sec, obj=-3.89e+3]
INFO - 16:25:56: Optimization result:
INFO - 16:25:56: Optimizer info:
INFO - 16:25:56: Status: None
INFO - 16:25:56: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 16:25:56: Number of calls to the objective function by the optimizer: 52
INFO - 16:25:56: Solution:
INFO - 16:25:56: The solution is feasible.
INFO - 16:25:56: Objective: -3956.9412288587596
INFO - 16:25:56: Standardized constraints:
INFO - 16:25:56: g_1_g_2_g_3 = [-1.80509341e-02 -3.33391490e-02 -4.42438091e-02 -5.18299820e-02
INFO - 16:25:56: -5.73221710e-02 -1.37208650e-01 -1.02791350e-01 2.22044605e-16
INFO - 16:25:56: -7.67015138e-01 -2.32984862e-01 -6.66133815e-16 -1.83255000e-01]
INFO - 16:25:56: Design space:
INFO - 16:25:56: +-------------+-------------+---------------------+-------------+-------+
INFO - 16:25:56: | name | lower_bound | value | upper_bound | type |
INFO - 16:25:56: +-------------+-------------+---------------------+-------------+-------+
INFO - 16:25:56: | x_shared[0] | 0.01 | 0.06000000000000003 | 0.09 | float |
INFO - 16:25:56: | x_shared[1] | 30000 | 59976.62721006885 | 60000 | float |
INFO - 16:25:56: | x_shared[2] | 1.4 | 1.4 | 1.8 | float |
INFO - 16:25:56: | x_shared[3] | 2.5 | 2.5 | 8.5 | float |
INFO - 16:25:56: | x_shared[4] | 40 | 70 | 70 | float |
INFO - 16:25:56: | x_shared[5] | 500 | 1500 | 1500 | float |
INFO - 16:25:56: +-------------+-------------+---------------------+-------------+-------+
INFO - 16:25:56: *** End MDOScenario execution (time: 0:00:13.629610) ***
{'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)
/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/genson/schema/strategies/base.py:42: UserWarning: Schema incompatible. Keyword 'description' has conflicting values ('The width and height of the figure in inches, e.g. ``(w, h)``.\nIf ``None``, use the :attr:`.OptPostProcessor.DEFAULT_FIG_SIZE`\nof the post-processor.' vs. 'The width and height of the figure in inches, e.g. `(w, h)`.\nIf ``None``, use the :attr:`.OptPostProcessor.DEFAULT_FIG_SIZE`\nof the post-processor.'). Using 'The width and height of the figure in inches, e.g. ``(w, h)``.\nIf ``None``, use the :attr:`.OptPostProcessor.DEFAULT_FIG_SIZE`\nof the post-processor.'
warn(('Schema incompatible. Keyword {0!r} has conflicting '
WARNING - 16:25:58: Failed to create Hessian approximation.
Traceback (most recent call last):
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/post/opt_history_view.py", line 621, in _create_hessian_approx_plot
_, diag, _, _ = SR1Approx(history).build_approximation(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/post/core/hessians.py", line 379, in build_approximation
x_hist, grad_hist, _, _ = self.get_x_grad_history(
File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/post/core/hessians.py", line 170, in get_x_grad_history
raise ValueError(
ValueError: Cannot build approximation for function: -y_4 because its gradient history is too small: 0.
<gemseo.post.opt_history_view.OptHistoryView object at 0x7ffaebf28a00>
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.")
/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/post/opt_history_view.py:599: UserWarning: All values for SymLogScale are below linthresh, making it effectively linear. You likely should lower the value of linthresh.
col_bar = fig.colorbar(
SobieskiPropulsion: 1657 calls.
SobieskiAerodynamics: 1854 calls.
SobieskiMission: 50 calls.
SobieskiStructure: 1957 calls.
Total running time of the script: ( 0 minutes 18.322 seconds)