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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 - 13:56:50:
INFO - 13:56:50: *** Start MDOScenario execution ***
INFO - 13:56:50: MDOScenario
INFO - 13:56:50: Disciplines: AerodynamicsScenario PropulsionScenario SobieskiMission StructureScenario
INFO - 13:56:50: MDO formulation: BiLevel
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_4(x_shared)
INFO - 13:56:50: with respect to x_shared
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_1_g_2_g_3(x_shared) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +-------------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +-------------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_shared[0] | 0.01 | 0.05 | 0.09 | float |
INFO - 13:56:50: | x_shared[1] | 30000 | 45000 | 60000 | float |
INFO - 13:56:50: | x_shared[2] | 1.4 | 1.6 | 1.8 | float |
INFO - 13:56:50: | x_shared[3] | 2.5 | 5.5 | 8.5 | float |
INFO - 13:56:50: | x_shared[4] | 40 | 55 | 70 | float |
INFO - 13:56:50: | x_shared[5] | 500 | 1000 | 1500 | float |
INFO - 13:56:50: +-------------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm NLOPT_COBYLA:
INFO - 13:56:50: ... 0%| | 0/50 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: *** Start PropulsionScenario execution ***
INFO - 13:56:50: PropulsionScenario
INFO - 13:56:50: Disciplines: SobieskiPropulsion
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize y_34(x_3)
INFO - 13:56:50: with respect to x_3
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_3(x_3) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.5 | 1 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 1301.77 it/sec, obj=1.11]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 414.97 it/sec, obj=1.14]
INFO - 13:56:50:
INFO - 13:56:50: ... 10%|█ | 3/30 [00:00<00:00, 476.66 it/sec, obj=1.1]
INFO - 13:56:50:
INFO - 13:56:50: ... 13%|█▎ | 4/30 [00:00<00:00, 413.77 it/sec, obj=1.11]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 13
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: 1.1087874739328383
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_3 = [-0.91571362 -0.08428638 0. -0.05794805]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: *** End PropulsionScenario execution (time: 0:00:00.029990) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start AerodynamicsScenario execution ***
INFO - 13:56:50: AerodynamicsScenario
INFO - 13:56:50: Disciplines: SobieskiAerodynamics
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_24(x_2)
INFO - 13:56:50: with respect to x_2
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_2(x_2) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 1 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 751.94 it/sec, obj=-4.15]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 358.01 it/sec, obj=-4.22]
INFO - 13:56:50:
INFO - 13:56:50: ... 10%|█ | 3/30 [00:00<00:00, 347.23 it/sec, obj=-4.28]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 4
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: -4.283343558640357
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_2 = -0.040000000000000036
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: *** End AerodynamicsScenario execution (time: 0:00:00.023239) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start StructureScenario execution ***
INFO - 13:56:50: StructureScenario
INFO - 13:56:50: Disciplines: SobieskiStructure
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_11(x_1)
INFO - 13:56:50: with respect to x_1
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_1(x_1) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.25 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 1 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 492.98 it/sec, obj=-.152]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 234.97 it/sec, obj=-.143]
INFO - 13:56:50:
INFO - 13:56:50: ... 10%|█ | 3/30 [00:00<00:00, 218.62 it/sec, obj=-.144]
INFO - 13:56:50:
INFO - 13:56:50: ... 13%|█▎ | 4/30 [00:00<00:00, 205.20 it/sec, obj=-.146]
INFO - 13:56:50:
INFO - 13:56:50: ... 17%|█▋ | 5/30 [00:00<00:00, 198.11 it/sec, obj=-.155]
INFO - 13:56:50:
INFO - 13:56:50: ... 20%|██ | 6/30 [00:00<00:00, 193.85 it/sec, obj=-.156]
INFO - 13:56:50:
INFO - 13:56:50: ... 23%|██▎ | 7/30 [00:00<00:00, 190.43 it/sec, obj=-.156]
INFO - 13:56:50:
INFO - 13:56:50: ... 27%|██▋ | 8/30 [00:00<00:00, 188.46 it/sec, obj=-.156]
INFO - 13:56:50:
INFO - 13:56:50: ... 30%|███ | 9/30 [00:00<00:00, 186.86 it/sec, obj=-.156]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: None
INFO - 13:56:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 10
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: -0.15631824062042746
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_1 = [ 3.99302813e-12 -2.99419226e-02 -4.49346629e-02 -5.39372764e-02
INFO - 13:56:50: -5.99419226e-02 -6.61963740e-02 -1.73803626e-01]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: *** End StructureScenario execution (time: 0:00:00.061645) ***
INFO - 13:56:50: ... 2%|▏ | 1/50 [00:00<00:16, 2.93 it/sec, obj=-553]
INFO - 13:56:50:
INFO - 13:56:50: *** Start PropulsionScenario execution ***
INFO - 13:56:50: PropulsionScenario
INFO - 13:56:50: Disciplines: SobieskiPropulsion
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize y_34(x_3)
INFO - 13:56:50: with respect to x_3
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_3(x_3) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 1491.57 it/sec, obj=1.11]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 421.58 it/sec, obj=1.11]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 12
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: 1.1087874739328383
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_3 = [-0.75494685 -0.24505315 0. -0.05794805]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: *** End PropulsionScenario execution (time: 0:00:00.023569) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start AerodynamicsScenario execution ***
INFO - 13:56:50: AerodynamicsScenario
INFO - 13:56:50: Disciplines: SobieskiAerodynamics
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_24(x_2)
INFO - 13:56:50: with respect to x_2
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_2(x_2) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 845.28 it/sec, obj=-3.46]
INFO - 13:56:50:
WARNING - 13:56:50: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:50: Solution:
WARNING - 13:56:50: The solution is not feasible.
INFO - 13:56:50: Objective: -3.456006478817154
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_2 = 0.010000000000000009
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: *** End AerodynamicsScenario execution (time: 0:00:00.015835) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start StructureScenario execution ***
INFO - 13:56:50: StructureScenario
INFO - 13:56:50: Disciplines: SobieskiStructure
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_11(x_1)
INFO - 13:56:50: with respect to x_1
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_1(x_1) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 524.94 it/sec, obj=-.193]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 239.28 it/sec, obj=-.212]
INFO - 13:56:50:
INFO - 13:56:50: ... 10%|█ | 3/30 [00:00<00:00, 220.35 it/sec, obj=-.285]
INFO - 13:56:50:
INFO - 13:56:50: ... 13%|█▎ | 4/30 [00:00<00:00, 201.97 it/sec, obj=-.285]
INFO - 13:56:50:
INFO - 13:56:50: ... 17%|█▋ | 5/30 [00:00<00:00, 195.57 it/sec, obj=-.285]
INFO - 13:56:50:
INFO - 13:56:50: ... 20%|██ | 6/30 [00:00<00:00, 191.43 it/sec, obj=-.285]
INFO - 13:56:50:
INFO - 13:56:50: ... 23%|██▎ | 7/30 [00:00<00:00, 188.90 it/sec, obj=-.285]
INFO - 13:56:50:
INFO - 13:56:50: ... 27%|██▋ | 8/30 [00:00<00:00, 186.64 it/sec, obj=-.286]
INFO - 13:56:50:
INFO - 13:56:50: ... 30%|███ | 9/30 [00:00<00:00, 184.42 it/sec, obj=-.286]
INFO - 13:56:50:
INFO - 13:56:50: ... 33%|███▎ | 10/30 [00:00<00:00, 182.97 it/sec, obj=-.286]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: None
INFO - 13:56:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 11
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: -0.2861511006159976
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:56:50: -0.03354102]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: *** End StructureScenario execution (time: 0:00:00.067255) ***
INFO - 13:56:50: ... 4%|▍ | 2/50 [00:00<00:13, 3.53 it/sec, obj=-574]
INFO - 13:56:50:
INFO - 13:56:50: *** Start PropulsionScenario execution ***
INFO - 13:56:50: PropulsionScenario
INFO - 13:56:50: Disciplines: SobieskiPropulsion
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize y_34(x_3)
INFO - 13:56:50: with respect to x_3
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_3(x_3) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 1522.99 it/sec, obj=1.1]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 422.62 it/sec, obj=1.16]
INFO - 13:56:50:
INFO - 13:56:50: ... 10%|█ | 3/30 [00:00<00:00, 474.54 it/sec, obj=1.09]
INFO - 13:56:50:
INFO - 13:56:50: ... 13%|█▎ | 4/30 [00:00<00:00, 410.98 it/sec, obj=1.12]
INFO - 13:56:50:
INFO - 13:56:50: ... 17%|█▋ | 5/30 [00:00<00:00, 383.91 it/sec, obj=1.12]
INFO - 13:56:50:
INFO - 13:56:50: ... 20%|██ | 6/30 [00:00<00:00, 366.68 it/sec, obj=1.12]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: None
INFO - 13:56:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: 1.1169456193906955
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_3 = [-7.20996205e-01 -2.79003795e-01 -2.22044605e-16 -1.27460556e-01]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: *** End PropulsionScenario execution (time: 0:00:00.028548) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start AerodynamicsScenario execution ***
INFO - 13:56:50: AerodynamicsScenario
INFO - 13:56:50: Disciplines: SobieskiAerodynamics
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_24(x_2)
INFO - 13:56:50: with respect to x_2
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_2(x_2) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 822.74 it/sec, obj=-3.32]
INFO - 13:56:50:
WARNING - 13:56:50: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:50: Solution:
WARNING - 13:56:50: The solution is not feasible.
INFO - 13:56:50: Objective: -3.3171632100551673
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_2 = 0.010000000000000009
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: *** End AerodynamicsScenario execution (time: 0:00:00.022144) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start StructureScenario execution ***
INFO - 13:56:50: StructureScenario
INFO - 13:56:50: Disciplines: SobieskiStructure
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_11(x_1)
INFO - 13:56:50: with respect to x_1
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_1(x_1) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 520.71 it/sec, obj=-.272]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 236.19 it/sec, obj=-.272]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 3
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: -0.2721681413246109
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:56:50: -0.03354102]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: *** End StructureScenario execution (time: 0:00:00.024463) ***
INFO - 13:56:50: ... 6%|▌ | 3/50 [00:00<00:12, 3.80 it/sec, obj=-813]
INFO - 13:56:50:
INFO - 13:56:50: *** Start PropulsionScenario execution ***
INFO - 13:56:50: PropulsionScenario
INFO - 13:56:50: Disciplines: SobieskiPropulsion
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize y_34(x_3)
INFO - 13:56:50: with respect to x_3
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_3(x_3) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 1661.11 it/sec, obj=1.16]
INFO - 13:56:50:
INFO - 13:56:50: ... 7%|▋ | 2/30 [00:00<00:00, 435.00 it/sec, obj=1.14]
INFO - 13:56:50:
INFO - 13:56:50: ... 10%|█ | 3/30 [00:00<00:00, 408.36 it/sec, obj=1.14]
INFO - 13:56:50:
INFO - 13:56:50: ... 13%|█▎ | 4/30 [00:00<00:00, 425.61 it/sec, obj=1.14]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: None
INFO - 13:56:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: 1.137722098693054
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_3 = [-7.10555843e-01 -2.89444157e-01 6.66133815e-16 -1.11370139e-01]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 13:56:50: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:50: *** End PropulsionScenario execution (time: 0:00:00.021456) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start AerodynamicsScenario execution ***
INFO - 13:56:50: AerodynamicsScenario
INFO - 13:56:50: Disciplines: SobieskiAerodynamics
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_24(x_2)
INFO - 13:56:50: with respect to x_2
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_2(x_2) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 850.94 it/sec, obj=-3.31]
INFO - 13:56:50:
WARNING - 13:56:50: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:50: Solution:
WARNING - 13:56:50: The solution is not feasible.
INFO - 13:56:50: Objective: -3.314629228201935
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_2 = 0.010000000000000009
INFO - 13:56:50: Design space:
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +------+-------------+-------+-------------+-------+
INFO - 13:56:50: *** End AerodynamicsScenario execution (time: 0:00:00.015626) ***
INFO - 13:56:50:
INFO - 13:56:50: *** Start StructureScenario execution ***
INFO - 13:56:50: StructureScenario
INFO - 13:56:50: Disciplines: SobieskiStructure
INFO - 13:56:50: MDO formulation: DisciplinaryOpt
INFO - 13:56:50: Optimization problem:
INFO - 13:56:50: minimize -y_11(x_1)
INFO - 13:56:50: with respect to x_1
INFO - 13:56:50: subject to constraints:
INFO - 13:56:50: g_1(x_1) <= 0.0
INFO - 13:56:50: over the design space:
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:50:
INFO - 13:56:50: ... 3%|▎ | 1/30 [00:00<00:00, 537.39 it/sec, obj=-.274]
INFO - 13:56:50:
INFO - 13:56:50:
INFO - 13:56:50: Optimization result:
INFO - 13:56:50: Optimizer info:
INFO - 13:56:50: Status: 8
INFO - 13:56:50: Message: Positive directional derivative for linesearch
INFO - 13:56:50: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:50: Solution:
INFO - 13:56:50: The solution is feasible.
INFO - 13:56:50: Objective: -0.2737879545502587
INFO - 13:56:50: Standardized constraints:
INFO - 13:56:50: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:56:50: -0.03354102]
INFO - 13:56:50: Design space:
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:50: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:50: +--------+-------------+-------+-------------+-------+
INFO - 13:56:50: *** End StructureScenario execution (time: 0:00:00.018466) ***
INFO - 13:56:51: ... 8%|▊ | 4/50 [00:01<00:11, 3.94 it/sec, obj=-751]
INFO - 13:56:51:
INFO - 13:56:51: *** Start PropulsionScenario execution ***
INFO - 13:56:51: PropulsionScenario
INFO - 13:56:51: Disciplines: SobieskiPropulsion
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize y_34(x_3)
INFO - 13:56:51: with respect to x_3
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_3(x_3) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 1639.68 it/sec, obj=1.1]
INFO - 13:56:51:
INFO - 13:56:51: ... 7%|▋ | 2/30 [00:00<00:00, 416.62 it/sec, obj=1.12]
INFO - 13:56:51:
INFO - 13:56:51: ... 10%|█ | 3/30 [00:00<00:00, 469.58 it/sec, obj=1.1]
INFO - 13:56:51:
INFO - 13:56:51: ... 13%|█▎ | 4/30 [00:00<00:00, 406.62 it/sec, obj=1.12]
INFO - 13:56:51:
INFO - 13:56:51: ... 17%|█▋ | 5/30 [00:00<00:00, 380.89 it/sec, obj=1.12]
INFO - 13:56:51:
INFO - 13:56:51: ... 20%|██ | 6/30 [00:00<00:00, 310.70 it/sec, obj=1.12]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: None
INFO - 13:56:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 14
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: 1.1169456193906955
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_3 = [-7.20597051e-01 -2.79402949e-01 2.22044605e-16 -1.27460556e-01]
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: *** End PropulsionScenario execution (time: 0:00:00.031431) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start AerodynamicsScenario execution ***
INFO - 13:56:51: AerodynamicsScenario
INFO - 13:56:51: Disciplines: SobieskiAerodynamics
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_24(x_2)
INFO - 13:56:51: with respect to x_2
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_2(x_2) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 816.01 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 7%|▋ | 2/30 [00:00<00:00, 364.50 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 10%|█ | 3/30 [00:00<00:00, 420.65 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 13%|█▎ | 4/30 [00:00<00:00, 449.55 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 17%|█▋ | 5/30 [00:00<00:00, 468.82 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 20%|██ | 6/30 [00:00<00:00, 483.69 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 23%|██▎ | 7/30 [00:00<00:00, 493.69 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 27%|██▋ | 8/30 [00:00<00:00, 503.28 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 30%|███ | 9/30 [00:00<00:00, 503.49 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 33%|███▎ | 10/30 [00:00<00:00, 509.94 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 37%|███▋ | 11/30 [00:00<00:00, 395.95 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 40%|████ | 12/30 [00:00<00:00, 380.76 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 43%|████▎ | 13/30 [00:00<00:00, 389.35 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 47%|████▋ | 14/30 [00:00<00:00, 398.29 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 50%|█████ | 15/30 [00:00<00:00, 406.39 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 53%|█████▎ | 16/30 [00:00<00:00, 413.41 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 57%|█████▋ | 17/30 [00:00<00:00, 420.25 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 60%|██████ | 18/30 [00:00<00:00, 426.50 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 63%|██████▎ | 19/30 [00:00<00:00, 432.59 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 67%|██████▋ | 20/30 [00:00<00:00, 437.64 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 70%|███████ | 21/30 [00:00<00:00, 442.86 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 73%|███████▎ | 22/30 [00:00<00:00, 447.26 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 77%|███████▋ | 23/30 [00:00<00:00, 439.16 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 80%|████████ | 24/30 [00:00<00:00, 443.32 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 83%|████████▎ | 25/30 [00:00<00:00, 447.51 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 87%|████████▋ | 26/30 [00:00<00:00, 451.12 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 90%|█████████ | 27/30 [00:00<00:00, 454.90 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 93%|█████████▎| 28/30 [00:00<00:00, 456.93 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 97%|█████████▋| 29/30 [00:00<00:00, 460.39 it/sec, obj=-3.38]
INFO - 13:56:51:
INFO - 13:56:51: ... 100%|██████████| 30/30 [00:00<00:00, 458.07 it/sec, obj=-3.38]
INFO - 13:56:51:
WARNING - 13:56:51: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: None
INFO - 13:56:51: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 81
INFO - 13:56:51: Solution:
WARNING - 13:56:51: The solution is not feasible.
INFO - 13:56:51: Objective: -3.3833585466979232
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_2 = 0.010000000000000009
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: *** End AerodynamicsScenario execution (time: 0:00:00.078470) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start StructureScenario execution ***
INFO - 13:56:51: StructureScenario
INFO - 13:56:51: Disciplines: SobieskiStructure
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_11(x_1)
INFO - 13:56:51: with respect to x_1
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_1(x_1) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 528.85 it/sec, obj=-.256]
INFO - 13:56:51:
INFO - 13:56:51: ... 7%|▋ | 2/30 [00:00<00:00, 238.97 it/sec, obj=-.233]
INFO - 13:56:51:
INFO - 13:56:51: ... 10%|█ | 3/30 [00:00<00:00, 219.11 it/sec, obj=-.237]
INFO - 13:56:51:
INFO - 13:56:51: ... 13%|█▎ | 4/30 [00:00<00:00, 203.98 it/sec, obj=-.255]
INFO - 13:56:51:
INFO - 13:56:51: ... 17%|█▋ | 5/30 [00:00<00:00, 196.86 it/sec, obj=-.255]
INFO - 13:56:51:
INFO - 13:56:51: ... 20%|██ | 6/30 [00:00<00:00, 191.96 it/sec, obj=-.255]
INFO - 13:56:51:
INFO - 13:56:51: ... 23%|██▎ | 7/30 [00:00<00:00, 188.88 it/sec, obj=-.255]
INFO - 13:56:51:
INFO - 13:56:51: ... 27%|██▋ | 8/30 [00:00<00:00, 186.30 it/sec, obj=-.255]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: None
INFO - 13:56:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 9
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: -0.25541043890623544
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_1 = [-2.87847242e-02 -1.88000814e-02 -2.52039105e-02 -3.26929762e-02
INFO - 13:56:51: -3.92051733e-02 -2.40000000e-01 -8.00570721e-12]
INFO - 13:56:51: Design space:
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 13:56:51: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: *** End StructureScenario execution (time: 0:00:00.055863) ***
INFO - 13:56:51: ... 10%|█ | 5/50 [00:01<00:11, 3.77 it/sec, obj=-734]
INFO - 13:56:51:
INFO - 13:56:51: *** Start PropulsionScenario execution ***
INFO - 13:56:51: PropulsionScenario
INFO - 13:56:51: Disciplines: SobieskiPropulsion
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize y_34(x_3)
INFO - 13:56:51: with respect to x_3
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_3(x_3) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 1563.29 it/sec, obj=1.12]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: 8
INFO - 13:56:51: Message: Positive directional derivative for linesearch
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 17
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: 1.1169456193906955
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_3 = [-8.42352689e-01 -1.57647311e-01 2.22044605e-16 -1.27460556e-01]
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: *** End PropulsionScenario execution (time: 0:00:00.023723) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start AerodynamicsScenario execution ***
INFO - 13:56:51: AerodynamicsScenario
INFO - 13:56:51: Disciplines: SobieskiAerodynamics
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_24(x_2)
INFO - 13:56:51: with respect to x_2
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_2(x_2) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 1452.82 it/sec, obj=-4.01]
INFO - 13:56:51:
WARNING - 13:56:51: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: 8
INFO - 13:56:51: Message: Positive directional derivative for linesearch
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:51: Solution:
WARNING - 13:56:51: The solution is not feasible.
INFO - 13:56:51: Objective: -4.010763549231421
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_2 = 0.010000000000000009
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: *** End AerodynamicsScenario execution (time: 0:00:00.015624) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start StructureScenario execution ***
INFO - 13:56:51: StructureScenario
INFO - 13:56:51: Disciplines: SobieskiStructure
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_11(x_1)
INFO - 13:56:51: with respect to x_1
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_1(x_1) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 13:56:51: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 1142.86 it/sec, obj=-.297]
INFO - 13:56:51:
INFO - 13:56:51: ... 7%|▋ | 2/30 [00:00<00:00, 266.75 it/sec, obj=-.297]
INFO - 13:56:51:
INFO - 13:56:51: ... 10%|█ | 3/30 [00:00<00:00, 233.89 it/sec, obj=-.297]
INFO - 13:56:51:
INFO - 13:56:51: ... 13%|█▎ | 4/30 [00:00<00:00, 208.88 it/sec, obj=-.297]
INFO - 13:56:51:
INFO - 13:56:51: ... 17%|█▋ | 5/30 [00:00<00:00, 199.60 it/sec, obj=-.297]
INFO - 13:56:51:
INFO - 13:56:51: ... 20%|██ | 6/30 [00:00<00:00, 194.24 it/sec, obj=-.297]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: 8
INFO - 13:56:51: Message: Positive directional derivative for linesearch
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: -0.29713711523465847
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 13:56:51: -0.03354102]
INFO - 13:56:51: Design space:
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: *** End StructureScenario execution (time: 0:00:00.047182) ***
INFO - 13:56:51: ... 12%|█▏ | 6/50 [00:01<00:11, 3.89 it/sec, obj=-977]
INFO - 13:56:51:
INFO - 13:56:51: *** Start PropulsionScenario execution ***
INFO - 13:56:51: PropulsionScenario
INFO - 13:56:51: Disciplines: SobieskiPropulsion
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize y_34(x_3)
INFO - 13:56:51: with respect to x_3
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_3(x_3) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 1626.96 it/sec, obj=1.12]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: 8
INFO - 13:56:51: Message: Positive directional derivative for linesearch
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 17
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: 1.1169456193906955
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_3 = [-6.70083434e-01 -3.29916566e-01 2.22044605e-16 -1.27460556e-01]
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: *** End PropulsionScenario execution (time: 0:00:00.023027) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start AerodynamicsScenario execution ***
INFO - 13:56:51: AerodynamicsScenario
INFO - 13:56:51: Disciplines: SobieskiAerodynamics
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_24(x_2)
INFO - 13:56:51: with respect to x_2
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_2(x_2) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 764.41 it/sec, obj=-3.5]
INFO - 13:56:51:
WARNING - 13:56:51: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: 8
INFO - 13:56:51: Message: Positive directional derivative for linesearch
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:51: Solution:
WARNING - 13:56:51: The solution is not feasible.
INFO - 13:56:51: Objective: -3.4989599823565998
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_2 = 0.010000000000000009
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: *** End AerodynamicsScenario execution (time: 0:00:00.022798) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start StructureScenario execution ***
INFO - 13:56:51: StructureScenario
INFO - 13:56:51: Disciplines: SobieskiStructure
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_11(x_1)
INFO - 13:56:51: with respect to x_1
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_1(x_1) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +--------+-------------+-------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 1372.48 it/sec, obj=-.366]
INFO - 13:56:51:
INFO - 13:56:51: ... 7%|▋ | 2/30 [00:00<00:00, 262.55 it/sec, obj=-.342]
INFO - 13:56:51:
INFO - 13:56:51: ... 10%|█ | 3/30 [00:00<00:00, 230.49 it/sec, obj=-.365]
INFO - 13:56:51:
INFO - 13:56:51: ... 13%|█▎ | 4/30 [00:00<00:00, 208.34 it/sec, obj=-.365]
INFO - 13:56:51:
INFO - 13:56:51: ... 17%|█▋ | 5/30 [00:00<00:00, 196.32 it/sec, obj=-.365]
INFO - 13:56:51:
INFO - 13:56:51: ... 20%|██ | 6/30 [00:00<00:00, 189.67 it/sec, obj=-.365]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: None
INFO - 13:56:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: -0.36496565666784275
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_1 = [-2.58485524e-02 -1.74692489e-02 -2.44407670e-02 -3.21952521e-02
INFO - 13:56:51: -3.88530648e-02 -2.40000000e-01 -9.75552972e-13]
INFO - 13:56:51: Design space:
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 13:56:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: *** End StructureScenario execution (time: 0:00:00.044783) ***
INFO - 13:56:51: ... 14%|█▍ | 7/50 [00:01<00:11, 3.87 it/sec, obj=-1.05e+3]
INFO - 13:56:51:
INFO - 13:56:51: *** Start PropulsionScenario execution ***
INFO - 13:56:51: PropulsionScenario
INFO - 13:56:51: Disciplines: SobieskiPropulsion
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize y_34(x_3)
INFO - 13:56:51: with respect to x_3
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_3(x_3) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 958.70 it/sec, obj=1.04]
INFO - 13:56:51:
INFO - 13:56:51: ... 7%|▋ | 2/30 [00:00<00:00, 367.57 it/sec, obj=1.07]
INFO - 13:56:51:
INFO - 13:56:51: ... 10%|█ | 3/30 [00:00<00:00, 426.42 it/sec, obj=1.05]
INFO - 13:56:51:
INFO - 13:56:51: ... 13%|█▎ | 4/30 [00:00<00:00, 372.17 it/sec, obj=1.07]
INFO - 13:56:51:
INFO - 13:56:51: ... 17%|█▋ | 5/30 [00:00<00:00, 314.87 it/sec, obj=1.07]
INFO - 13:56:51:
INFO - 13:56:51: ... 20%|██ | 6/30 [00:00<00:00, 328.17 it/sec, obj=1.07]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: None
INFO - 13:56:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: 1.0733793462031596
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_3 = [-0.72171604 -0.27828396 0. -0.15721712]
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 13:56:51: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: *** End PropulsionScenario execution (time: 0:00:00.030513) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start AerodynamicsScenario execution ***
INFO - 13:56:51: AerodynamicsScenario
INFO - 13:56:51: Disciplines: SobieskiAerodynamics
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_24(x_2)
INFO - 13:56:51: with respect to x_2
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_2(x_2) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 753.42 it/sec, obj=-4.65]
INFO - 13:56:51:
WARNING - 13:56:51: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: 8
INFO - 13:56:51: Message: Positive directional derivative for linesearch
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:51: Solution:
WARNING - 13:56:51: The solution is not feasible.
INFO - 13:56:51: Objective: -4.654696008207175
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_2 = 0.010000000000000009
INFO - 13:56:51: Design space:
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +------+-------------+-------+-------------+-------+
INFO - 13:56:51: *** End AerodynamicsScenario execution (time: 0:00:00.015195) ***
INFO - 13:56:51:
INFO - 13:56:51: *** Start StructureScenario execution ***
INFO - 13:56:51: StructureScenario
INFO - 13:56:51: Disciplines: SobieskiStructure
INFO - 13:56:51: MDO formulation: DisciplinaryOpt
INFO - 13:56:51: Optimization problem:
INFO - 13:56:51: minimize -y_11(x_1)
INFO - 13:56:51: with respect to x_1
INFO - 13:56:51: subject to constraints:
INFO - 13:56:51: g_1(x_1) <= 0.0
INFO - 13:56:51: over the design space:
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 13:56:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:51: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:51: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:51:
INFO - 13:56:51: ... 3%|▎ | 1/30 [00:00<00:00, 402.14 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51: ... 7%|▋ | 2/30 [00:00<00:00, 213.15 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51: ... 10%|█ | 3/30 [00:00<00:00, 199.54 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51: ... 13%|█▎ | 4/30 [00:00<00:00, 188.32 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51: ... 17%|█▋ | 5/30 [00:00<00:00, 184.71 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51: ... 20%|██ | 6/30 [00:00<00:00, 180.17 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51: ... 23%|██▎ | 7/30 [00:00<00:00, 177.16 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51: ... 27%|██▋ | 8/30 [00:00<00:00, 176.29 it/sec, obj=-.394]
INFO - 13:56:51:
INFO - 13:56:51:
INFO - 13:56:51: Optimization result:
INFO - 13:56:51: Optimizer info:
INFO - 13:56:51: Status: None
INFO - 13:56:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:51: Number of calls to the objective function by the optimizer: 9
INFO - 13:56:51: Solution:
INFO - 13:56:51: The solution is feasible.
INFO - 13:56:51: Objective: -0.3943234828131065
INFO - 13:56:51: Standardized constraints:
INFO - 13:56:51: g_1 = [-2.18016988e-02 -1.56468526e-02 -2.34022845e-02 -3.15220572e-02
INFO - 13:56:51: -3.83796197e-02 -2.40000000e-01 -3.33066907e-16]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 13:56:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: *** End StructureScenario execution (time: 0:00:00.058490) ***
INFO - 13:56:52: ... 16%|█▌ | 8/50 [00:02<00:10, 3.86 it/sec, obj=-1.67e+3]
INFO - 13:56:52:
INFO - 13:56:52: *** Start PropulsionScenario execution ***
INFO - 13:56:52: PropulsionScenario
INFO - 13:56:52: Disciplines: SobieskiPropulsion
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize y_34(x_3)
INFO - 13:56:52: with respect to x_3
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_3(x_3) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 1551.15 it/sec, obj=1.03]
INFO - 13:56:52:
INFO - 13:56:52: ... 7%|▋ | 2/30 [00:00<00:00, 424.18 it/sec, obj=1.04]
INFO - 13:56:52:
INFO - 13:56:52: ... 10%|█ | 3/30 [00:00<00:00, 479.44 it/sec, obj=1.03]
INFO - 13:56:52:
INFO - 13:56:52: ... 13%|█▎ | 4/30 [00:00<00:00, 412.17 it/sec, obj=1.04]
INFO - 13:56:52:
INFO - 13:56:52: ... 17%|█▋ | 5/30 [00:00<00:00, 373.92 it/sec, obj=1.04]
INFO - 13:56:52:
INFO - 13:56:52: ... 20%|██ | 6/30 [00:00<00:00, 363.18 it/sec, obj=1.04]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: None
INFO - 13:56:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 10
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: 1.0410444624498805
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_3 = [-8.51430794e-01 -1.48569206e-01 2.22044605e-16 -1.59690326e-01]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: *** End PropulsionScenario execution (time: 0:00:00.028854) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start AerodynamicsScenario execution ***
INFO - 13:56:52: AerodynamicsScenario
INFO - 13:56:52: Disciplines: SobieskiAerodynamics
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize -y_24(x_2)
INFO - 13:56:52: with respect to x_2
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_2(x_2) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 813.32 it/sec, obj=-5.69]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: 8
INFO - 13:56:52: Message: Positive directional derivative for linesearch
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: -5.6900427487038545
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_2 = -0.040898733728932046
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: *** End AerodynamicsScenario execution (time: 0:00:00.015602) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start StructureScenario execution ***
INFO - 13:56:52: StructureScenario
INFO - 13:56:52: Disciplines: SobieskiStructure
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize -y_11(x_1)
INFO - 13:56:52: with respect to x_1
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_1(x_1) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 13:56:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 514.20 it/sec, obj=-.387]
INFO - 13:56:52:
INFO - 13:56:52: ... 7%|▋ | 2/30 [00:00<00:00, 237.48 it/sec, obj=-.129]
INFO - 13:56:52:
INFO - 13:56:52: ... 10%|█ | 3/30 [00:00<00:00, 218.59 it/sec, obj=-.163]
INFO - 13:56:52:
INFO - 13:56:52: ... 13%|█▎ | 4/30 [00:00<00:00, 208.35 it/sec, obj=-.171]
INFO - 13:56:52:
INFO - 13:56:52: ... 17%|█▋ | 5/30 [00:00<00:00, 199.68 it/sec, obj=-.172]
INFO - 13:56:52:
INFO - 13:56:52: ... 20%|██ | 6/30 [00:00<00:00, 194.70 it/sec, obj=-.172]
INFO - 13:56:52:
INFO - 13:56:52: ... 23%|██▎ | 7/30 [00:00<00:00, 191.67 it/sec, obj=-.175]
INFO - 13:56:52:
INFO - 13:56:52: ... 27%|██▋ | 8/30 [00:00<00:00, 188.93 it/sec, obj=-.177]
INFO - 13:56:52:
INFO - 13:56:52: ... 30%|███ | 9/30 [00:00<00:00, 187.12 it/sec, obj=-.177]
INFO - 13:56:52:
INFO - 13:56:52: ... 33%|███▎ | 10/30 [00:00<00:00, 185.47 it/sec, obj=-.177]
INFO - 13:56:52:
INFO - 13:56:52: ... 37%|███▋ | 11/30 [00:00<00:00, 193.46 it/sec, obj=-.177]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: None
INFO - 13:56:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 12
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: -0.1769318297057065
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_1 = [ 1.01150710e-09 -2.91294364e-02 -4.40206162e-02 -5.30597916e-02
INFO - 13:56:52: -5.91294367e-02 -7.67607717e-02 -1.63239228e-01]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:56:52: | x_1[1] | 0.75 | 1.045173780684756 | 1.25 | float |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: *** End StructureScenario execution (time: 0:00:00.069506) ***
INFO - 13:56:52: ... 18%|█▊ | 9/50 [00:02<00:10, 3.87 it/sec, obj=-1.73e+3]
INFO - 13:56:52:
INFO - 13:56:52: *** Start PropulsionScenario execution ***
INFO - 13:56:52: PropulsionScenario
INFO - 13:56:52: Disciplines: SobieskiPropulsion
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize y_34(x_3)
INFO - 13:56:52: with respect to x_3
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_3(x_3) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 915.39 it/sec, obj=1.01]
INFO - 13:56:52:
INFO - 13:56:52: ... 7%|▋ | 2/30 [00:00<00:00, 385.33 it/sec, obj=1.02]
INFO - 13:56:52:
INFO - 13:56:52: ... 10%|█ | 3/30 [00:00<00:00, 448.86 it/sec, obj=1.01]
INFO - 13:56:52:
INFO - 13:56:52: ... 13%|█▎ | 4/30 [00:00<00:00, 397.23 it/sec, obj=1.02]
INFO - 13:56:52:
INFO - 13:56:52: ... 17%|█▋ | 5/30 [00:00<00:00, 374.73 it/sec, obj=1.02]
INFO - 13:56:52:
INFO - 13:56:52: ... 20%|██ | 6/30 [00:00<00:00, 361.25 it/sec, obj=1.02]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: None
INFO - 13:56:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: 1.016000144206172
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_3 = [-7.31050536e-01 -2.68949464e-01 8.88178420e-16 -1.65753519e-01]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.1765337509472553 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: *** End PropulsionScenario execution (time: 0:00:00.028769) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start AerodynamicsScenario execution ***
INFO - 13:56:52: AerodynamicsScenario
INFO - 13:56:52: Disciplines: SobieskiAerodynamics
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize -y_24(x_2)
INFO - 13:56:52: with respect to x_2
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_2(x_2) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 840.37 it/sec, obj=-13]
INFO - 13:56:52:
WARNING - 13:56:52: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: 8
INFO - 13:56:52: Message: Positive directional derivative for linesearch
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:52: Solution:
WARNING - 13:56:52: The solution is not feasible.
INFO - 13:56:52: Objective: -13.032585576798507
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_2 = 0.006789165930262353
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: *** End AerodynamicsScenario execution (time: 0:00:00.015589) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start StructureScenario execution ***
INFO - 13:56:52: StructureScenario
INFO - 13:56:52: Disciplines: SobieskiStructure
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize -y_11(x_1)
INFO - 13:56:52: with respect to x_1
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_1(x_1) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 13:56:52: | x_1[1] | 0.75 | 1.045173780684756 | 1.25 | float |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 531.19 it/sec, obj=-.199]
INFO - 13:56:52:
INFO - 13:56:52: ... 7%|▋ | 2/30 [00:00<00:00, 238.91 it/sec, obj=-.265]
INFO - 13:56:52:
INFO - 13:56:52: ... 10%|█ | 3/30 [00:00<00:00, 220.47 it/sec, obj=-.596]
INFO - 13:56:52:
INFO - 13:56:52: ... 13%|█▎ | 4/30 [00:00<00:00, 205.51 it/sec, obj=-.596]
INFO - 13:56:52:
INFO - 13:56:52: ... 17%|█▋ | 5/30 [00:00<00:00, 194.49 it/sec, obj=-.596]
INFO - 13:56:52:
INFO - 13:56:52: ... 20%|██ | 6/30 [00:00<00:00, 190.20 it/sec, obj=-.599]
INFO - 13:56:52:
INFO - 13:56:52: ... 23%|██▎ | 7/30 [00:00<00:00, 187.40 it/sec, obj=-.604]
INFO - 13:56:52:
INFO - 13:56:52: ... 27%|██▋ | 8/30 [00:00<00:00, 185.39 it/sec, obj=-.605]
INFO - 13:56:52:
INFO - 13:56:52: ... 30%|███ | 9/30 [00:00<00:00, 183.93 it/sec, obj=-.605]
INFO - 13:56:52:
INFO - 13:56:52: ... 33%|███▎ | 10/30 [00:00<00:00, 182.75 it/sec, obj=-.605]
INFO - 13:56:52:
INFO - 13:56:52: ... 37%|███▋ | 11/30 [00:00<00:00, 181.60 it/sec, obj=-.605]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: None
INFO - 13:56:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 12
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: -0.6049250989879495
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_1 = [ 3.76735039e-08 -7.11384807e-03 -1.92530885e-02 -2.92829680e-02
INFO - 13:56:52: -3.71138606e-02 -2.24260835e-01 -1.57391646e-02]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | x_1[0] | 0.1 | 0.395670144214876 | 0.4 | float |
INFO - 13:56:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: *** End StructureScenario execution (time: 0:00:00.073337) ***
INFO - 13:56:52: ... 20%|██ | 10/50 [00:02<00:10, 3.84 it/sec, obj=-2.59e+3]
INFO - 13:56:52:
INFO - 13:56:52: *** Start PropulsionScenario execution ***
INFO - 13:56:52: PropulsionScenario
INFO - 13:56:52: Disciplines: SobieskiPropulsion
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize y_34(x_3)
INFO - 13:56:52: with respect to x_3
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_3(x_3) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.1765337509472553 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 1595.40 it/sec, obj=0.949]
INFO - 13:56:52:
INFO - 13:56:52: ... 7%|▋ | 2/30 [00:00<00:00, 396.66 it/sec, obj=0.955]
INFO - 13:56:52:
INFO - 13:56:52: ... 10%|█ | 3/30 [00:00<00:00, 455.57 it/sec, obj=0.95]
INFO - 13:56:52:
INFO - 13:56:52: ... 13%|█▎ | 4/30 [00:00<00:00, 400.30 it/sec, obj=0.955]
INFO - 13:56:52:
INFO - 13:56:52: ... 17%|█▋ | 5/30 [00:00<00:00, 375.50 it/sec, obj=0.955]
INFO - 13:56:52:
INFO - 13:56:52: ... 20%|██ | 6/30 [00:00<00:00, 360.03 it/sec, obj=0.955]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: None
INFO - 13:56:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: 0.9553723264534822
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_3 = [-7.52501846e-01 -2.47498154e-01 2.22044605e-16 -1.77943199e-01]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.1620377168745644 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: *** End PropulsionScenario execution (time: 0:00:00.029128) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start AerodynamicsScenario execution ***
INFO - 13:56:52: AerodynamicsScenario
INFO - 13:56:52: Disciplines: SobieskiAerodynamics
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize -y_24(x_2)
INFO - 13:56:52: with respect to x_2
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_2(x_2) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 821.93 it/sec, obj=-6.56]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: 8
INFO - 13:56:52: Message: Positive directional derivative for linesearch
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: -6.556840127020516
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_2 = -5.838362818821885e-05
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: *** End AerodynamicsScenario execution (time: 0:00:00.015837) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start StructureScenario execution ***
INFO - 13:56:52: StructureScenario
INFO - 13:56:52: Disciplines: SobieskiStructure
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize -y_11(x_1)
INFO - 13:56:52: with respect to x_1
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_1(x_1) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: | x_1[0] | 0.1 | 0.395670144214876 | 0.4 | float |
INFO - 13:56:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 509.08 it/sec, obj=-.498]
INFO - 13:56:52:
INFO - 13:56:52: ... 7%|▋ | 2/30 [00:00<00:00, 231.05 it/sec, obj=-.407]
INFO - 13:56:52:
INFO - 13:56:52: ... 10%|█ | 3/30 [00:00<00:00, 213.92 it/sec, obj=-.42]
INFO - 13:56:52:
INFO - 13:56:52: ... 13%|█▎ | 4/30 [00:00<00:00, 200.74 it/sec, obj=-.437]
INFO - 13:56:52:
INFO - 13:56:52: ... 17%|█▋ | 5/30 [00:00<00:00, 194.09 it/sec, obj=-.495]
INFO - 13:56:52:
INFO - 13:56:52: ... 20%|██ | 6/30 [00:00<00:00, 190.03 it/sec, obj=-.495]
INFO - 13:56:52:
INFO - 13:56:52: ... 23%|██▎ | 7/30 [00:00<00:00, 187.09 it/sec, obj=-.496]
INFO - 13:56:52:
INFO - 13:56:52: ... 27%|██▋ | 8/30 [00:00<00:00, 185.01 it/sec, obj=-.496]
INFO - 13:56:52:
INFO - 13:56:52: ... 30%|███ | 9/30 [00:00<00:00, 183.42 it/sec, obj=-.496]
INFO - 13:56:52:
INFO - 13:56:52: ... 33%|███▎ | 10/30 [00:00<00:00, 182.27 it/sec, obj=-.496]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: None
INFO - 13:56:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 11
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: -0.49552977411768995
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_1 = [ 1.44417811e-12 -1.01681919e-02 -2.26892159e-02 -3.25816473e-02
INFO - 13:56:52: -4.01681919e-02 -1.89656111e-01 -5.03438891e-02]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_1[0] | 0.1 | 0.1919196023768988 | 0.4 | float |
INFO - 13:56:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: *** End StructureScenario execution (time: 0:00:00.067655) ***
INFO - 13:56:52: ... 22%|██▏ | 11/50 [00:02<00:10, 3.88 it/sec, obj=-2.88e+3]
INFO - 13:56:52:
INFO - 13:56:52: *** Start PropulsionScenario execution ***
INFO - 13:56:52: PropulsionScenario
INFO - 13:56:52: Disciplines: SobieskiPropulsion
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize y_34(x_3)
INFO - 13:56:52: with respect to x_3
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_3(x_3) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.1620377168745644 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 1487.87 it/sec, obj=0.975]
INFO - 13:56:52:
INFO - 13:56:52: ... 7%|▋ | 2/30 [00:00<00:00, 403.96 it/sec, obj=0.971]
INFO - 13:56:52:
INFO - 13:56:52: ... 10%|█ | 3/30 [00:00<00:00, 385.71 it/sec, obj=0.971]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: 8
INFO - 13:56:52: Message: Positive directional derivative for linesearch
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 4
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: 0.9713611515325357
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_3 = [-0.71736853 -0.28263147 0. -0.17797985]
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: | x_3 | 0.1 | 0.1684752455721721 | 1 | float |
INFO - 13:56:52: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:52: *** End PropulsionScenario execution (time: 0:00:00.022165) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start AerodynamicsScenario execution ***
INFO - 13:56:52: AerodynamicsScenario
INFO - 13:56:52: Disciplines: SobieskiAerodynamics
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:52: Optimization problem:
INFO - 13:56:52: minimize -y_24(x_2)
INFO - 13:56:52: with respect to x_2
INFO - 13:56:52: subject to constraints:
INFO - 13:56:52: g_2(x_2) <= 0.0
INFO - 13:56:52: over the design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:52:
INFO - 13:56:52: ... 3%|▎ | 1/30 [00:00<00:00, 807.84 it/sec, obj=-6.46]
INFO - 13:56:52:
INFO - 13:56:52:
INFO - 13:56:52: Optimization result:
INFO - 13:56:52: Optimizer info:
INFO - 13:56:52: Status: 8
INFO - 13:56:52: Message: Positive directional derivative for linesearch
INFO - 13:56:52: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:52: Solution:
INFO - 13:56:52: The solution is feasible.
INFO - 13:56:52: Objective: -6.461152376711783
INFO - 13:56:52: Standardized constraints:
INFO - 13:56:52: g_2 = -0.006066348952167955
INFO - 13:56:52: Design space:
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:52: +------+-------------+-------+-------------+-------+
INFO - 13:56:52: *** End AerodynamicsScenario execution (time: 0:00:00.015914) ***
INFO - 13:56:52:
INFO - 13:56:52: *** Start StructureScenario execution ***
INFO - 13:56:52: StructureScenario
INFO - 13:56:52: Disciplines: SobieskiStructure
INFO - 13:56:52: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize -y_11(x_1)
INFO - 13:56:53: with respect to x_1
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_1(x_1) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_1[0] | 0.1 | 0.1919196023768988 | 0.4 | float |
INFO - 13:56:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 500.45 it/sec, obj=-.476]
INFO - 13:56:53:
INFO - 13:56:53: ... 7%|▋ | 2/30 [00:00<00:00, 234.43 it/sec, obj=-.465]
INFO - 13:56:53:
INFO - 13:56:53: ... 10%|█ | 3/30 [00:00<00:00, 215.29 it/sec, obj=-.475]
INFO - 13:56:53:
INFO - 13:56:53: ... 13%|█▎ | 4/30 [00:00<00:00, 199.63 it/sec, obj=-.475]
INFO - 13:56:53:
INFO - 13:56:53: ... 17%|█▋ | 5/30 [00:00<00:00, 192.45 it/sec, obj=-.475]
INFO - 13:56:53:
INFO - 13:56:53: ... 20%|██ | 6/30 [00:00<00:00, 188.23 it/sec, obj=-.475]
INFO - 13:56:53:
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: None
INFO - 13:56:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:53: Solution:
INFO - 13:56:53: The solution is feasible.
INFO - 13:56:53: Objective: -0.47533077234161786
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_1 = [-8.88178420e-16 -1.39271769e-02 -2.69180740e-02 -3.66413511e-02
INFO - 13:56:53: -4.39271769e-02 -1.57165477e-01 -8.28345230e-02]
INFO - 13:56:53: Design space:
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_1[0] | 0.1 | 0.1076554359148021 | 0.4 | float |
INFO - 13:56:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: *** End StructureScenario execution (time: 0:00:00.045066) ***
WARNING - 13:56:53: MDAJacobi has reached its maximum number of iterations but the normed residual 4.878093076457221e-13 is still above the tolerance 1e-14.
INFO - 13:56:53: ... 24%|██▍ | 12/50 [00:03<00:09, 3.81 it/sec, obj=-2.59e+3]
INFO - 13:56:53:
INFO - 13:56:53: *** Start PropulsionScenario execution ***
INFO - 13:56:53: PropulsionScenario
INFO - 13:56:53: Disciplines: SobieskiPropulsion
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize y_34(x_3)
INFO - 13:56:53: with respect to x_3
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_3(x_3) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_3 | 0.1 | 0.1684752455721721 | 1 | float |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 922.23 it/sec, obj=0.95]
INFO - 13:56:53:
INFO - 13:56:53: ... 7%|▋ | 2/30 [00:00<00:00, 393.63 it/sec, obj=0.954]
INFO - 13:56:53:
INFO - 13:56:53: ... 10%|█ | 3/30 [00:00<00:00, 453.70 it/sec, obj=0.951]
INFO - 13:56:53:
INFO - 13:56:53: ... 13%|█▎ | 4/30 [00:00<00:00, 397.42 it/sec, obj=0.954]
INFO - 13:56:53:
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: 8
INFO - 13:56:53: Message: Positive directional derivative for linesearch
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:53: Solution:
INFO - 13:56:53: The solution is feasible.
INFO - 13:56:53: Objective: 0.9535871807821362
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_3 = [-7.89553157e-01 -2.10446843e-01 8.88178420e-16 -1.78528997e-01]
INFO - 13:56:53: Design space:
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_3 | 0.1 | 0.1619323983227096 | 1 | float |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: *** End PropulsionScenario execution (time: 0:00:00.024336) ***
INFO - 13:56:53:
INFO - 13:56:53: *** Start AerodynamicsScenario execution ***
INFO - 13:56:53: AerodynamicsScenario
INFO - 13:56:53: Disciplines: SobieskiAerodynamics
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize -y_24(x_2)
INFO - 13:56:53: with respect to x_2
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_2(x_2) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 810.18 it/sec, obj=-6.89]
INFO - 13:56:53:
WARNING - 13:56:53: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: 8
INFO - 13:56:53: Message: Positive directional derivative for linesearch
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:53: Solution:
WARNING - 13:56:53: The solution is not feasible.
INFO - 13:56:53: Objective: -6.889865003522994
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_2 = 0.001183813710053272
INFO - 13:56:53: Design space:
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: *** End AerodynamicsScenario execution (time: 0:00:00.015743) ***
INFO - 13:56:53:
INFO - 13:56:53: *** Start StructureScenario execution ***
INFO - 13:56:53: StructureScenario
INFO - 13:56:53: Disciplines: SobieskiStructure
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize -y_11(x_1)
INFO - 13:56:53: with respect to x_1
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_1(x_1) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_1[0] | 0.1 | 0.1076554359148021 | 0.4 | float |
INFO - 13:56:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 510.01 it/sec, obj=-.465]
INFO - 13:56:53:
INFO - 13:56:53: ... 7%|▋ | 2/30 [00:00<00:00, 237.31 it/sec, obj=-.465]
INFO - 13:56:53:
INFO - 13:56:53: ... 10%|█ | 3/30 [00:00<00:00, 217.98 it/sec, obj=-.465]
INFO - 13:56:53:
INFO - 13:56:53: ... 13%|█▎ | 4/30 [00:00<00:00, 204.30 it/sec, obj=-.466]
INFO - 13:56:53:
INFO - 13:56:53: ... 17%|█▋ | 5/30 [00:00<00:00, 197.07 it/sec, obj=-.467]
INFO - 13:56:53:
INFO - 13:56:53: ... 20%|██ | 6/30 [00:00<00:00, 192.61 it/sec, obj=-.467]
INFO - 13:56:53:
INFO - 13:56:53: ... 23%|██▎ | 7/30 [00:00<00:00, 189.17 it/sec, obj=-.467]
INFO - 13:56:53:
INFO - 13:56:53: ... 27%|██▋ | 8/30 [00:00<00:00, 186.71 it/sec, obj=-.467]
INFO - 13:56:53:
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: 8
INFO - 13:56:53: Message: Positive directional derivative for linesearch
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 9
INFO - 13:56:53: Solution:
INFO - 13:56:53: The solution is feasible.
INFO - 13:56:53: Objective: -0.46713149058370773
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_1 = [ 6.15063556e-14 -1.12798410e-02 -2.39398211e-02 -3.37822283e-02
INFO - 13:56:53: -4.12798410e-02 -1.89183781e-01 -5.08162189e-02]
INFO - 13:56:53: Design space:
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_1[0] | 0.1 | 0.2603610396151935 | 0.4 | float |
INFO - 13:56:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: *** End StructureScenario execution (time: 0:00:00.059169) ***
WARNING - 13:56:53: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 13:56:53: ... 26%|██▌ | 13/50 [00:03<00:09, 3.79 it/sec, obj=-2.79e+3]
WARNING - 13:56:53: MDAJacobi has reached its maximum number of iterations but the normed residual 7.173840117794108e-14 is still above the tolerance 1e-14.
INFO - 13:56:53:
INFO - 13:56:53: *** Start PropulsionScenario execution ***
INFO - 13:56:53: PropulsionScenario
INFO - 13:56:53: Disciplines: SobieskiPropulsion
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize y_34(x_3)
INFO - 13:56:53: with respect to x_3
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_3(x_3) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_3 | 0.1 | 0.1619323983227096 | 1 | float |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 1501.72 it/sec, obj=0.971]
INFO - 13:56:53:
INFO - 13:56:53: ... 7%|▋ | 2/30 [00:00<00:00, 415.98 it/sec, obj=0.968]
INFO - 13:56:53:
INFO - 13:56:53: ... 10%|█ | 3/30 [00:00<00:00, 376.47 it/sec, obj=0.968]
INFO - 13:56:53:
INFO - 13:56:53: ... 13%|█▎ | 4/30 [00:00<00:00, 396.10 it/sec, obj=0.968]
INFO - 13:56:53:
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: None
INFO - 13:56:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:53: Solution:
INFO - 13:56:53: The solution is feasible.
INFO - 13:56:53: Objective: 0.9679216312695265
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_3 = [-7.43116480e-01 -2.56883520e-01 -6.66133815e-16 -1.77944713e-01]
INFO - 13:56:53: Design space:
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_3 | 0.1 | 0.1669656496407792 | 1 | float |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: *** End PropulsionScenario execution (time: 0:00:00.022860) ***
INFO - 13:56:53:
INFO - 13:56:53: *** Start AerodynamicsScenario execution ***
INFO - 13:56:53: AerodynamicsScenario
INFO - 13:56:53: Disciplines: SobieskiAerodynamics
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize -y_24(x_2)
INFO - 13:56:53: with respect to x_2
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_2(x_2) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 837.69 it/sec, obj=-6.52]
INFO - 13:56:53:
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: 8
INFO - 13:56:53: Message: Positive directional derivative for linesearch
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:53: Solution:
INFO - 13:56:53: The solution is feasible.
INFO - 13:56:53: Objective: -6.523104999050128
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_2 = -0.0004484609969221953
INFO - 13:56:53: Design space:
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: *** End AerodynamicsScenario execution (time: 0:00:00.015882) ***
INFO - 13:56:53:
INFO - 13:56:53: *** Start StructureScenario execution ***
INFO - 13:56:53: StructureScenario
INFO - 13:56:53: Disciplines: SobieskiStructure
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize -y_11(x_1)
INFO - 13:56:53: with respect to x_1
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_1(x_1) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_1[0] | 0.1 | 0.2603610396151935 | 0.4 | float |
INFO - 13:56:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 534.58 it/sec, obj=-.494]
INFO - 13:56:53:
INFO - 13:56:53: ... 7%|▋ | 2/30 [00:00<00:00, 239.22 it/sec, obj=-.486]
INFO - 13:56:53:
INFO - 13:56:53: ... 10%|█ | 3/30 [00:00<00:00, 220.49 it/sec, obj=-.493]
INFO - 13:56:53:
INFO - 13:56:53: ... 13%|█▎ | 4/30 [00:00<00:00, 204.96 it/sec, obj=-.493]
INFO - 13:56:53:
INFO - 13:56:53: ... 17%|█▋ | 5/30 [00:00<00:00, 197.11 it/sec, obj=-.493]
INFO - 13:56:53:
INFO - 13:56:53: ... 20%|██ | 6/30 [00:00<00:00, 190.57 it/sec, obj=-.493]
INFO - 13:56:53:
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: None
INFO - 13:56:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:53: Solution:
INFO - 13:56:53: The solution is feasible.
INFO - 13:56:53: Objective: -0.4933058309016954
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_1 = [ 2.22044605e-16 -1.05054262e-02 -2.30686044e-02 -3.29458602e-02
INFO - 13:56:53: -4.05054262e-02 -1.87120819e-01 -5.28791813e-02]
INFO - 13:56:53: Design space:
INFO - 13:56:53: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:53: | x_1[0] | 0.1 | 0.186301513246376 | 0.4 | float |
INFO - 13:56:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:53: *** End StructureScenario execution (time: 0:00:00.044585) ***
INFO - 13:56:53: ... 28%|██▊ | 14/50 [00:03<00:09, 3.72 it/sec, obj=-2.73e+3]
WARNING - 13:56:53: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275650534252e-14 is still above the tolerance 1e-14.
INFO - 13:56:53:
INFO - 13:56:53: *** Start PropulsionScenario execution ***
INFO - 13:56:53: PropulsionScenario
INFO - 13:56:53: Disciplines: SobieskiPropulsion
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize y_34(x_3)
INFO - 13:56:53: with respect to x_3
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_3(x_3) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_3 | 0.1 | 0.1669656496407792 | 1 | float |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 1502.26 it/sec, obj=1.02]
INFO - 13:56:53:
INFO - 13:56:53: ... 7%|▋ | 2/30 [00:00<00:00, 410.28 it/sec, obj=1]
INFO - 13:56:53:
INFO - 13:56:53: ... 10%|█ | 3/30 [00:00<00:00, 365.90 it/sec, obj=1]
INFO - 13:56:53:
INFO - 13:56:53: ... 13%|█▎ | 4/30 [00:00<00:00, 334.25 it/sec, obj=1]
INFO - 13:56:53:
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: None
INFO - 13:56:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:53: Solution:
INFO - 13:56:53: The solution is feasible.
INFO - 13:56:53: Objective: 1.0041318527256473
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_3 = [-7.29365486e-01 -2.70634514e-01 2.22044605e-16 -1.77940438e-01]
INFO - 13:56:53: Design space:
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: | x_3 | 0.1 | 0.1857435684761742 | 1 | float |
INFO - 13:56:53: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:53: *** End PropulsionScenario execution (time: 0:00:00.024768) ***
INFO - 13:56:53:
INFO - 13:56:53: *** Start AerodynamicsScenario execution ***
INFO - 13:56:53: AerodynamicsScenario
INFO - 13:56:53: Disciplines: SobieskiAerodynamics
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize -y_24(x_2)
INFO - 13:56:53: with respect to x_2
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_2(x_2) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 809.40 it/sec, obj=-5.96]
INFO - 13:56:53:
WARNING - 13:56:53: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:53:
INFO - 13:56:53: Optimization result:
INFO - 13:56:53: Optimizer info:
INFO - 13:56:53: Status: 8
INFO - 13:56:53: Message: Positive directional derivative for linesearch
INFO - 13:56:53: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:53: Solution:
WARNING - 13:56:53: The solution is not feasible.
INFO - 13:56:53: Objective: -5.960244177118336
INFO - 13:56:53: Standardized constraints:
INFO - 13:56:53: g_2 = 0.0006203740281660597
INFO - 13:56:53: Design space:
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +------+-------------+-------+-------------+-------+
INFO - 13:56:53: *** End AerodynamicsScenario execution (time: 0:00:00.023571) ***
INFO - 13:56:53:
INFO - 13:56:53: *** Start StructureScenario execution ***
INFO - 13:56:53: StructureScenario
INFO - 13:56:53: Disciplines: SobieskiStructure
INFO - 13:56:53: MDO formulation: DisciplinaryOpt
INFO - 13:56:53: Optimization problem:
INFO - 13:56:53: minimize -y_11(x_1)
INFO - 13:56:53: with respect to x_1
INFO - 13:56:53: subject to constraints:
INFO - 13:56:53: g_1(x_1) <= 0.0
INFO - 13:56:53: over the design space:
INFO - 13:56:53: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:53: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:53: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:53: | x_1[0] | 0.1 | 0.186301513246376 | 0.4 | float |
INFO - 13:56:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:53: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:53: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:53:
INFO - 13:56:53: ... 3%|▎ | 1/30 [00:00<00:00, 491.37 it/sec, obj=-.494]
INFO - 13:56:53:
INFO - 13:56:53: ... 7%|▋ | 2/30 [00:00<00:00, 220.03 it/sec, obj=-.494]
INFO - 13:56:53:
INFO - 13:56:53: ... 10%|█ | 3/30 [00:00<00:00, 200.78 it/sec, obj=-.494]
INFO - 13:56:53:
INFO - 13:56:54: ... 13%|█▎ | 4/30 [00:00<00:00, 190.65 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54: ... 17%|█▋ | 5/30 [00:00<00:00, 185.25 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54: ... 20%|██ | 6/30 [00:00<00:00, 181.45 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54: ... 23%|██▎ | 7/30 [00:00<00:00, 179.41 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: None
INFO - 13:56:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:54: Solution:
INFO - 13:56:54: The solution is feasible.
INFO - 13:56:54: Objective: -0.4940121593175541
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_1 = [ 8.88178420e-16 -9.76828124e-03 -2.22393164e-02 -3.21497437e-02
INFO - 13:56:54: -3.97682812e-02 -1.93337061e-01 -4.66629388e-02]
INFO - 13:56:54: Design space:
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_1[0] | 0.1 | 0.2067638147404661 | 0.4 | float |
INFO - 13:56:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: *** End StructureScenario execution (time: 0:00:00.052570) ***
INFO - 13:56:54: ... 30%|███ | 15/50 [00:04<00:09, 3.65 it/sec, obj=-2.35e+3]
INFO - 13:56:54:
INFO - 13:56:54: *** Start PropulsionScenario execution ***
INFO - 13:56:54: PropulsionScenario
INFO - 13:56:54: Disciplines: SobieskiPropulsion
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize y_34(x_3)
INFO - 13:56:54: with respect to x_3
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_3(x_3) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_3 | 0.1 | 0.1857435684761742 | 1 | float |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 1521.33 it/sec, obj=0.913]
INFO - 13:56:54:
INFO - 13:56:54: ... 7%|▋ | 2/30 [00:00<00:00, 415.36 it/sec, obj=0.924]
INFO - 13:56:54:
INFO - 13:56:54: ... 10%|█ | 3/30 [00:00<00:00, 466.60 it/sec, obj=0.915]
INFO - 13:56:54:
INFO - 13:56:54: ... 13%|█▎ | 4/30 [00:00<00:00, 404.68 it/sec, obj=0.924]
INFO - 13:56:54:
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: 8
INFO - 13:56:54: Message: Positive directional derivative for linesearch
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:54: Solution:
INFO - 13:56:54: The solution is feasible.
INFO - 13:56:54: Objective: 0.9239330847904544
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_3 = [-7.66103540e-01 -2.33896460e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 13:56:54: Design space:
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: *** End PropulsionScenario execution (time: 0:00:00.025857) ***
INFO - 13:56:54:
INFO - 13:56:54: *** Start AerodynamicsScenario execution ***
INFO - 13:56:54: AerodynamicsScenario
INFO - 13:56:54: Disciplines: SobieskiAerodynamics
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize -y_24(x_2)
INFO - 13:56:54: with respect to x_2
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_2(x_2) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 787.66 it/sec, obj=-6.78]
INFO - 13:56:54:
WARNING - 13:56:54: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: 8
INFO - 13:56:54: Message: Positive directional derivative for linesearch
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:54: Solution:
WARNING - 13:56:54: The solution is not feasible.
INFO - 13:56:54: Objective: -6.780482887506568
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_2 = 0.0007250142048988995
INFO - 13:56:54: Design space:
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: *** End AerodynamicsScenario execution (time: 0:00:00.015999) ***
INFO - 13:56:54:
INFO - 13:56:54: *** Start StructureScenario execution ***
INFO - 13:56:54: StructureScenario
INFO - 13:56:54: Disciplines: SobieskiStructure
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize -y_11(x_1)
INFO - 13:56:54: with respect to x_1
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_1(x_1) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_1[0] | 0.1 | 0.2067638147404661 | 0.4 | float |
INFO - 13:56:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 477.49 it/sec, obj=-.496]
INFO - 13:56:54:
INFO - 13:56:54: ... 7%|▋ | 2/30 [00:00<00:00, 229.98 it/sec, obj=-.496]
INFO - 13:56:54:
INFO - 13:56:54: ... 10%|█ | 3/30 [00:00<00:00, 211.71 it/sec, obj=-.496]
INFO - 13:56:54:
INFO - 13:56:54: ... 13%|█▎ | 4/30 [00:00<00:00, 196.78 it/sec, obj=-.496]
INFO - 13:56:54:
INFO - 13:56:54: ... 17%|█▋ | 5/30 [00:00<00:00, 190.11 it/sec, obj=-.496]
INFO - 13:56:54:
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: None
INFO - 13:56:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 6
INFO - 13:56:54: Solution:
INFO - 13:56:54: The solution is feasible.
INFO - 13:56:54: Objective: -0.49592606165573727
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_1 = [ 0. -0.0092497 -0.02165591 -0.03158968 -0.0392497 -0.19575601
INFO - 13:56:54: -0.04424399]
INFO - 13:56:54: Design space:
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_1[0] | 0.1 | 0.1991767703744377 | 0.4 | float |
INFO - 13:56:54: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: *** End StructureScenario execution (time: 0:00:00.039234) ***
INFO - 13:56:54: ... 32%|███▏ | 16/50 [00:04<00:09, 3.71 it/sec, obj=-3.05e+3]
INFO - 13:56:54:
INFO - 13:56:54: *** Start PropulsionScenario execution ***
INFO - 13:56:54: PropulsionScenario
INFO - 13:56:54: Disciplines: SobieskiPropulsion
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize y_34(x_3)
INFO - 13:56:54: with respect to x_3
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_3(x_3) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 1495.30 it/sec, obj=0.927]
INFO - 13:56:54:
INFO - 13:56:54: ... 7%|▋ | 2/30 [00:00<00:00, 418.63 it/sec, obj=0.927]
INFO - 13:56:54:
INFO - 13:56:54: ... 10%|█ | 3/30 [00:00<00:00, 390.45 it/sec, obj=0.927]
INFO - 13:56:54:
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: 8
INFO - 13:56:54: Message: Positive directional derivative for linesearch
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 4
INFO - 13:56:54: Solution:
INFO - 13:56:54: The solution is feasible.
INFO - 13:56:54: Objective: 0.9265456442891855
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_3 = [-7.59648840e-01 -2.40351160e-01 2.22044605e-16 -1.83022172e-01]
INFO - 13:56:54: Design space:
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_3 | 0.1 | 0.1568514030170806 | 1 | float |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: *** End PropulsionScenario execution (time: 0:00:00.027073) ***
INFO - 13:56:54:
INFO - 13:56:54: *** Start AerodynamicsScenario execution ***
INFO - 13:56:54: AerodynamicsScenario
INFO - 13:56:54: Disciplines: SobieskiAerodynamics
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize -y_24(x_2)
INFO - 13:56:54: with respect to x_2
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_2(x_2) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 746.32 it/sec, obj=-6.96]
INFO - 13:56:54:
WARNING - 13:56:54: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: 8
INFO - 13:56:54: Message: Positive directional derivative for linesearch
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:54: Solution:
WARNING - 13:56:54: The solution is not feasible.
INFO - 13:56:54: Objective: -6.962222782282447
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_2 = 0.0008723923608933148
INFO - 13:56:54: Design space:
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: *** End AerodynamicsScenario execution (time: 0:00:00.016251) ***
INFO - 13:56:54:
INFO - 13:56:54: *** Start StructureScenario execution ***
INFO - 13:56:54: StructureScenario
INFO - 13:56:54: Disciplines: SobieskiStructure
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize -y_11(x_1)
INFO - 13:56:54: with respect to x_1
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_1(x_1) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_1[0] | 0.1 | 0.1991767703744377 | 0.4 | float |
INFO - 13:56:54: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 489.02 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54: ... 7%|▋ | 2/30 [00:00<00:00, 231.61 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54: ... 10%|█ | 3/30 [00:00<00:00, 213.64 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54: ... 13%|█▎ | 4/30 [00:00<00:00, 198.73 it/sec, obj=-.494]
INFO - 13:56:54:
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: None
INFO - 13:56:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:54: Solution:
INFO - 13:56:54: The solution is feasible.
INFO - 13:56:54: Objective: -0.4941668455226143
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_1 = [-5.86264370e-12 -8.88383406e-03 -2.12443133e-02 -3.11945408e-02
INFO - 13:56:54: -3.88838341e-02 -1.97699334e-01 -4.23006656e-02]
INFO - 13:56:54: Design space:
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_1[0] | 0.1 | 0.1966804666509251 | 0.4 | float |
INFO - 13:56:54: | x_1[1] | 0.75 | 0.7500000000000002 | 1.25 | float |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: *** End StructureScenario execution (time: 0:00:00.033004) ***
INFO - 13:56:54: ... 34%|███▍ | 17/50 [00:04<00:08, 3.76 it/sec, obj=-2.98e+3]
INFO - 13:56:54:
INFO - 13:56:54: *** Start PropulsionScenario execution ***
INFO - 13:56:54: PropulsionScenario
INFO - 13:56:54: Disciplines: SobieskiPropulsion
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize y_34(x_3)
INFO - 13:56:54: with respect to x_3
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_3(x_3) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_3 | 0.1 | 0.1568514030170806 | 1 | float |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 1603.94 it/sec, obj=0.925]
INFO - 13:56:54:
INFO - 13:56:54: ... 7%|▋ | 2/30 [00:00<00:00, 422.96 it/sec, obj=0.925]
INFO - 13:56:54:
INFO - 13:56:54: ... 10%|█ | 3/30 [00:00<00:00, 477.46 it/sec, obj=0.925]
INFO - 13:56:54:
INFO - 13:56:54: ... 13%|█▎ | 4/30 [00:00<00:00, 416.32 it/sec, obj=0.925]
INFO - 13:56:54:
INFO - 13:56:54: ... 17%|█▋ | 5/30 [00:00<00:00, 387.55 it/sec, obj=0.925]
INFO - 13:56:54:
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: 8
INFO - 13:56:54: Message: Positive directional derivative for linesearch
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:54: Solution:
INFO - 13:56:54: The solution is feasible.
INFO - 13:56:54: Objective: 0.9248487208054739
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_3 = [-7.39035698e-01 -2.60964302e-01 4.44089210e-16 -1.83244349e-01]
INFO - 13:56:54: Design space:
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_3 | 0.1 | 0.1565167823694067 | 1 | float |
INFO - 13:56:54: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: *** End PropulsionScenario execution (time: 0:00:00.028505) ***
INFO - 13:56:54:
INFO - 13:56:54: *** Start AerodynamicsScenario execution ***
INFO - 13:56:54: AerodynamicsScenario
INFO - 13:56:54: Disciplines: SobieskiAerodynamics
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize -y_24(x_2)
INFO - 13:56:54: with respect to x_2
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_2(x_2) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 658.03 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 7%|▋ | 2/30 [00:00<00:00, 343.71 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 10%|█ | 3/30 [00:00<00:00, 402.56 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 13%|█▎ | 4/30 [00:00<00:00, 431.92 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 17%|█▋ | 5/30 [00:00<00:00, 455.03 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 20%|██ | 6/30 [00:00<00:00, 471.24 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 23%|██▎ | 7/30 [00:00<00:00, 482.46 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 27%|██▋ | 8/30 [00:00<00:00, 492.28 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 30%|███ | 9/30 [00:00<00:00, 499.11 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 33%|███▎ | 10/30 [00:00<00:00, 505.89 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 37%|███▋ | 11/30 [00:00<00:00, 511.05 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 40%|████ | 12/30 [00:00<00:00, 516.25 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 43%|████▎ | 13/30 [00:00<00:00, 491.82 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 47%|████▋ | 14/30 [00:00<00:00, 496.78 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 50%|█████ | 15/30 [00:00<00:00, 500.55 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 53%|█████▎ | 16/30 [00:00<00:00, 504.35 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 57%|█████▋ | 17/30 [00:00<00:00, 507.83 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 60%|██████ | 18/30 [00:00<00:00, 511.48 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 63%|██████▎ | 19/30 [00:00<00:00, 513.99 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 67%|██████▋ | 20/30 [00:00<00:00, 509.99 it/sec, obj=-7.02]
INFO - 13:56:54:
INFO - 13:56:54: ... 70%|███████ | 21/30 [00:00<00:00, 512.06 it/sec, obj=-7.02]
INFO - 13:56:54:
WARNING - 13:56:54: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: 8
INFO - 13:56:54: Message: Positive directional derivative for linesearch
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 101
INFO - 13:56:54: Solution:
WARNING - 13:56:54: The solution is not feasible.
INFO - 13:56:54: Objective: -7.02270500556782
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_2 = 0.010000000000000009
INFO - 13:56:54: Design space:
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +------+-------------+-------+-------------+-------+
INFO - 13:56:54: *** End AerodynamicsScenario execution (time: 0:00:00.068782) ***
INFO - 13:56:54:
INFO - 13:56:54: *** Start StructureScenario execution ***
INFO - 13:56:54: StructureScenario
INFO - 13:56:54: Disciplines: SobieskiStructure
INFO - 13:56:54: MDO formulation: DisciplinaryOpt
INFO - 13:56:54: Optimization problem:
INFO - 13:56:54: minimize -y_11(x_1)
INFO - 13:56:54: with respect to x_1
INFO - 13:56:54: subject to constraints:
INFO - 13:56:54: g_1(x_1) <= 0.0
INFO - 13:56:54: over the design space:
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: | x_1[0] | 0.1 | 0.1966804666509251 | 0.4 | float |
INFO - 13:56:54: | x_1[1] | 0.75 | 0.7500000000000002 | 1.25 | float |
INFO - 13:56:54: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:54: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:54:
INFO - 13:56:54: ... 3%|▎ | 1/30 [00:00<00:00, 469.58 it/sec, obj=-.511]
INFO - 13:56:54:
INFO - 13:56:54: ... 7%|▋ | 2/30 [00:00<00:00, 225.31 it/sec, obj=-.511]
INFO - 13:56:54:
INFO - 13:56:54: ... 10%|█ | 3/30 [00:00<00:00, 209.82 it/sec, obj=-.511]
INFO - 13:56:54:
INFO - 13:56:54: ... 13%|█▎ | 4/30 [00:00<00:00, 196.81 it/sec, obj=-.512]
INFO - 13:56:54:
INFO - 13:56:54: ... 17%|█▋ | 5/30 [00:00<00:00, 190.48 it/sec, obj=-.514]
INFO - 13:56:54:
INFO - 13:56:54: ... 20%|██ | 6/30 [00:00<00:00, 185.64 it/sec, obj=-.514]
INFO - 13:56:54:
INFO - 13:56:54: ... 23%|██▎ | 7/30 [00:00<00:00, 182.92 it/sec, obj=-.514]
INFO - 13:56:54:
INFO - 13:56:54: ... 27%|██▋ | 8/30 [00:00<00:00, 193.51 it/sec, obj=-.514]
INFO - 13:56:54:
INFO - 13:56:54:
INFO - 13:56:54: Optimization result:
INFO - 13:56:54: Optimizer info:
INFO - 13:56:54: Status: None
INFO - 13:56:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:54: Number of calls to the objective function by the optimizer: 9
INFO - 13:56:54: Solution:
INFO - 13:56:54: The solution is feasible.
INFO - 13:56:54: Objective: -0.513726760773942
INFO - 13:56:54: Standardized constraints:
INFO - 13:56:54: g_1 = [-0.01548685 -0.01416113 -0.02330956 -0.03193823 -0.03899885 -0.23451358
INFO - 13:56:54: -0.00548642]
INFO - 13:56:54: Design space:
INFO - 13:56:54: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:54: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:54: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:54: | x_1[0] | 0.1 | 0.399999999999998 | 0.4 | float |
INFO - 13:56:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:54: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:54: *** End StructureScenario execution (time: 0:00:00.054483) ***
WARNING - 13:56:54: MDAJacobi has reached its maximum number of iterations but the normed residual 1.2199811115207897e-12 is still above the tolerance 1e-14.
INFO - 13:56:54: ... 36%|███▌ | 18/50 [00:04<00:08, 3.65 it/sec, obj=-3.12e+3]
INFO - 13:56:55:
INFO - 13:56:55: *** Start PropulsionScenario execution ***
INFO - 13:56:55: PropulsionScenario
INFO - 13:56:55: Disciplines: SobieskiPropulsion
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize y_34(x_3)
INFO - 13:56:55: with respect to x_3
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_3(x_3) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1565167823694067 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 1516.38 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 421.67 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 393.63 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 364.90 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: None
INFO - 13:56:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 6
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: 0.9260930407323242
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_3 = [-0.74664123 -0.25335877 0. -0.18293534]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1566358333933884 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: *** End PropulsionScenario execution (time: 0:00:00.023776) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start AerodynamicsScenario execution ***
INFO - 13:56:55: AerodynamicsScenario
INFO - 13:56:55: Disciplines: SobieskiAerodynamics
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_24(x_2)
INFO - 13:56:55: with respect to x_2
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_2(x_2) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 804.89 it/sec, obj=-6.93]
INFO - 13:56:55:
WARNING - 13:56:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: 8
INFO - 13:56:55: Message: Positive directional derivative for linesearch
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:55: Solution:
WARNING - 13:56:55: The solution is not feasible.
INFO - 13:56:55: Objective: -6.930317408581886
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_2 = 0.003940644676942773
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: *** End AerodynamicsScenario execution (time: 0:00:00.021823) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start StructureScenario execution ***
INFO - 13:56:55: StructureScenario
INFO - 13:56:55: Disciplines: SobieskiStructure
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_11(x_1)
INFO - 13:56:55: with respect to x_1
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_1(x_1) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.399999999999998 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 499.50 it/sec, obj=-.496]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 235.58 it/sec, obj=-.453]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 216.94 it/sec, obj=-.468]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 202.20 it/sec, obj=-.494]
INFO - 13:56:55:
INFO - 13:56:55: ... 17%|█▋ | 5/30 [00:00<00:00, 195.01 it/sec, obj=-.494]
INFO - 13:56:55:
INFO - 13:56:55: ... 20%|██ | 6/30 [00:00<00:00, 190.91 it/sec, obj=-.494]
INFO - 13:56:55:
INFO - 13:56:55: ... 23%|██▎ | 7/30 [00:00<00:00, 187.69 it/sec, obj=-.494]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: None
INFO - 13:56:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: -0.4941412384559267
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_1 = [-9.42468326e-12 -7.04550559e-03 -1.91761938e-02 -2.92091460e-02
INFO - 13:56:55: -3.70455056e-02 -2.14873097e-01 -2.51269033e-02]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.2773012966614927 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: *** End StructureScenario execution (time: 0:00:00.050105) ***
WARNING - 13:56:55: MDAJacobi has reached its maximum number of iterations but the normed residual 6.16603735957051e-14 is still above the tolerance 1e-14.
INFO - 13:56:55: ... 38%|███▊ | 19/50 [00:05<00:08, 3.60 it/sec, obj=-2.98e+3]
INFO - 13:56:55:
INFO - 13:56:55: *** Start PropulsionScenario execution ***
INFO - 13:56:55: PropulsionScenario
INFO - 13:56:55: Disciplines: SobieskiPropulsion
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize y_34(x_3)
INFO - 13:56:55: with respect to x_3
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_3(x_3) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1566358333933884 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 1520.23 it/sec, obj=0.925]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 425.15 it/sec, obj=0.925]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 475.01 it/sec, obj=0.925]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 344.04 it/sec, obj=0.925]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: 8
INFO - 13:56:55: Message: Positive directional derivative for linesearch
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 9
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: 0.9246747521009808
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_3 = [-0.75608229 -0.24391771 0. -0.18323903]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1564585984470269 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: *** End PropulsionScenario execution (time: 0:00:00.026203) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start AerodynamicsScenario execution ***
INFO - 13:56:55: AerodynamicsScenario
INFO - 13:56:55: Disciplines: SobieskiAerodynamics
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_24(x_2)
INFO - 13:56:55: with respect to x_2
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_2(x_2) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 609.99 it/sec, obj=-7.07]
INFO - 13:56:55:
WARNING - 13:56:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: 8
INFO - 13:56:55: Message: Positive directional derivative for linesearch
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:55: Solution:
WARNING - 13:56:55: The solution is not feasible.
INFO - 13:56:55: Objective: -7.069023027096757
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_2 = 0.000318160923906019
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: *** End AerodynamicsScenario execution (time: 0:00:00.016700) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start StructureScenario execution ***
INFO - 13:56:55: StructureScenario
INFO - 13:56:55: Disciplines: SobieskiStructure
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_11(x_1)
INFO - 13:56:55: with respect to x_1
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_1(x_1) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.2773012966614927 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 510.44 it/sec, obj=-.498]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 234.20 it/sec, obj=-.497]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 207.66 it/sec, obj=-.497]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 191.43 it/sec, obj=-.497]
INFO - 13:56:55:
INFO - 13:56:55: ... 17%|█▋ | 5/30 [00:00<00:00, 183.42 it/sec, obj=-.497]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: None
INFO - 13:56:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 6
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: -0.497037691783115
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_1 = [-9.09050613e-12 -1.07487688e-02 -2.33423649e-02 -3.32086703e-02
INFO - 13:56:55: -4.07487688e-02 -1.88503298e-01 -5.14967021e-02]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.2183972025511597 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: *** End StructureScenario execution (time: 0:00:00.040663) ***
INFO - 13:56:55: ... 40%|████ | 20/50 [00:05<00:08, 3.65 it/sec, obj=-3.05e+3]
INFO - 13:56:55:
INFO - 13:56:55: *** Start PropulsionScenario execution ***
INFO - 13:56:55: PropulsionScenario
INFO - 13:56:55: Disciplines: SobieskiPropulsion
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize y_34(x_3)
INFO - 13:56:55: with respect to x_3
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_3(x_3) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1564585984470269 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 1543.16 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 389.64 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 372.64 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 391.94 it/sec, obj=0.926]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: None
INFO - 13:56:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: 0.9262192190094318
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_3 = [-7.56212251e-01 -2.43787749e-01 1.33226763e-15 -1.83144736e-01]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1568558637597278 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: *** End PropulsionScenario execution (time: 0:00:00.022834) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start AerodynamicsScenario execution ***
INFO - 13:56:55: AerodynamicsScenario
INFO - 13:56:55: Disciplines: SobieskiAerodynamics
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_24(x_2)
INFO - 13:56:55: with respect to x_2
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_2(x_2) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 624.80 it/sec, obj=-7.11]
INFO - 13:56:55:
WARNING - 13:56:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: 8
INFO - 13:56:55: Message: Positive directional derivative for linesearch
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:55: Solution:
WARNING - 13:56:55: The solution is not feasible.
INFO - 13:56:55: Objective: -7.105310241159008
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_2 = 0.004483361360150706
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: *** End AerodynamicsScenario execution (time: 0:00:00.022953) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start StructureScenario execution ***
INFO - 13:56:55: StructureScenario
INFO - 13:56:55: Disciplines: SobieskiStructure
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_11(x_1)
INFO - 13:56:55: with respect to x_1
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_1(x_1) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.2183972025511597 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 506.86 it/sec, obj=-.508]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 222.98 it/sec, obj=-.508]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 208.77 it/sec, obj=-.508]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 197.14 it/sec, obj=-.509]
INFO - 13:56:55:
INFO - 13:56:55: ... 17%|█▋ | 5/30 [00:00<00:00, 191.10 it/sec, obj=-.51]
INFO - 13:56:55:
INFO - 13:56:55: ... 20%|██ | 6/30 [00:00<00:00, 186.49 it/sec, obj=-.51]
INFO - 13:56:55:
INFO - 13:56:55: ... 23%|██▎ | 7/30 [00:00<00:00, 184.00 it/sec, obj=-.51]
INFO - 13:56:55:
INFO - 13:56:55: ... 27%|██▋ | 8/30 [00:00<00:00, 180.46 it/sec, obj=-.51]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: None
INFO - 13:56:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 9
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: -0.5096499735492513
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_1 = [-1.86328730e-11 -8.70395601e-03 -2.10419505e-02 -3.10002725e-02
INFO - 13:56:55: -3.87039560e-02 -2.10032876e-01 -2.99671242e-02]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.3286625083683662 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: *** End StructureScenario execution (time: 0:00:00.057824) ***
INFO - 13:56:55: ... 42%|████▏ | 21/50 [00:05<00:07, 3.68 it/sec, obj=-3.13e+3]
INFO - 13:56:55:
INFO - 13:56:55: *** Start PropulsionScenario execution ***
INFO - 13:56:55: PropulsionScenario
INFO - 13:56:55: Disciplines: SobieskiPropulsion
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize y_34(x_3)
INFO - 13:56:55: with respect to x_3
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_3(x_3) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1568558637597278 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 1575.03 it/sec, obj=0.93]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 417.78 it/sec, obj=0.93]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 375.87 it/sec, obj=0.93]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 351.75 it/sec, obj=0.93]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: None
INFO - 13:56:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 6
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: 0.9298848804117004
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_3 = [-7.28129483e-01 -2.71870517e-01 -3.33066907e-16 -1.82582293e-01]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_3 | 0.1 | 0.1575207759444829 | 1 | float |
INFO - 13:56:55: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: *** End PropulsionScenario execution (time: 0:00:00.023995) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start AerodynamicsScenario execution ***
INFO - 13:56:55: AerodynamicsScenario
INFO - 13:56:55: Disciplines: SobieskiAerodynamics
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_24(x_2)
INFO - 13:56:55: with respect to x_2
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_2(x_2) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 799.52 it/sec, obj=-7.04]
INFO - 13:56:55:
WARNING - 13:56:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: 8
INFO - 13:56:55: Message: Positive directional derivative for linesearch
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:55: Solution:
WARNING - 13:56:55: The solution is not feasible.
INFO - 13:56:55: Objective: -7.039882800664662
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_2 = 0.010000000000000009
INFO - 13:56:55: Design space:
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +------+-------------+-------+-------------+-------+
INFO - 13:56:55: *** End AerodynamicsScenario execution (time: 0:00:00.016360) ***
INFO - 13:56:55:
INFO - 13:56:55: *** Start StructureScenario execution ***
INFO - 13:56:55: StructureScenario
INFO - 13:56:55: Disciplines: SobieskiStructure
INFO - 13:56:55: MDO formulation: DisciplinaryOpt
INFO - 13:56:55: Optimization problem:
INFO - 13:56:55: minimize -y_11(x_1)
INFO - 13:56:55: with respect to x_1
INFO - 13:56:55: subject to constraints:
INFO - 13:56:55: g_1(x_1) <= 0.0
INFO - 13:56:55: over the design space:
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.3286625083683662 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+--------------------+-------------+-------+
INFO - 13:56:55: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:55:
INFO - 13:56:55: ... 3%|▎ | 1/30 [00:00<00:00, 502.31 it/sec, obj=-.518]
INFO - 13:56:55:
INFO - 13:56:55: ... 7%|▋ | 2/30 [00:00<00:00, 236.17 it/sec, obj=-.518]
INFO - 13:56:55:
INFO - 13:56:55: ... 10%|█ | 3/30 [00:00<00:00, 211.59 it/sec, obj=-.518]
INFO - 13:56:55:
INFO - 13:56:55: ... 13%|█▎ | 4/30 [00:00<00:00, 195.46 it/sec, obj=-.519]
INFO - 13:56:55:
INFO - 13:56:55: ... 17%|█▋ | 5/30 [00:00<00:00, 187.36 it/sec, obj=-.519]
INFO - 13:56:55:
INFO - 13:56:55: ... 20%|██ | 6/30 [00:00<00:00, 174.16 it/sec, obj=-.519]
INFO - 13:56:55:
INFO - 13:56:55: ... 23%|██▎ | 7/30 [00:00<00:00, 185.36 it/sec, obj=-.519]
INFO - 13:56:55:
INFO - 13:56:55:
INFO - 13:56:55: Optimization result:
INFO - 13:56:55: Optimizer info:
INFO - 13:56:55: Status: None
INFO - 13:56:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:55: Number of calls to the objective function by the optimizer: 19
INFO - 13:56:55: Solution:
INFO - 13:56:55: The solution is feasible.
INFO - 13:56:55: Objective: -0.5190875972795496
INFO - 13:56:55: Standardized constraints:
INFO - 13:56:55: g_1 = [-0.02011083 -0.01960331 -0.02827601 -0.0363361 -0.0428997 -0.22075499
INFO - 13:56:55: -0.01924501]
INFO - 13:56:55: Design space:
INFO - 13:56:55: +--------+-------------+-------+-------------+-------+
INFO - 13:56:55: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:55: +--------+-------------+-------+-------------+-------+
INFO - 13:56:55: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:55: +--------+-------------+-------+-------------+-------+
INFO - 13:56:55: *** End StructureScenario execution (time: 0:00:00.050852) ***
WARNING - 13:56:56: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 13:56:56: ... 44%|████▍ | 22/50 [00:06<00:07, 3.64 it/sec, obj=-3.16e+3]
INFO - 13:56:56:
INFO - 13:56:56: *** Start PropulsionScenario execution ***
INFO - 13:56:56: PropulsionScenario
INFO - 13:56:56: Disciplines: SobieskiPropulsion
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize y_34(x_3)
INFO - 13:56:56: with respect to x_3
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_3(x_3) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1575207759444829 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 1633.30 it/sec, obj=0.939]
INFO - 13:56:56:
INFO - 13:56:56: ... 7%|▋ | 2/30 [00:00<00:00, 432.65 it/sec, obj=0.938]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: 8
INFO - 13:56:56: Message: Positive directional derivative for linesearch
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 3
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: 0.9379677947782575
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_3 = [-0.74957959 -0.25042041 0. -0.18095404]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1587100075948109 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: *** End PropulsionScenario execution (time: 0:00:00.018127) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start AerodynamicsScenario execution ***
INFO - 13:56:56: AerodynamicsScenario
INFO - 13:56:56: Disciplines: SobieskiAerodynamics
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_24(x_2)
INFO - 13:56:56: with respect to x_2
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_2(x_2) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 832.20 it/sec, obj=-7.31]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: 8
INFO - 13:56:56: Message: Positive directional derivative for linesearch
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: -7.305260627779247
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_2 = -0.00021870912080435012
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: *** End AerodynamicsScenario execution (time: 0:00:00.015693) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start StructureScenario execution ***
INFO - 13:56:56: StructureScenario
INFO - 13:56:56: Disciplines: SobieskiStructure
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_11(x_1)
INFO - 13:56:56: with respect to x_1
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_1(x_1) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 517.56 it/sec, obj=-.523]
INFO - 13:56:56:
INFO - 13:56:56: ... 7%|▋ | 2/30 [00:00<00:00, 236.01 it/sec, obj=-.511]
INFO - 13:56:56:
INFO - 13:56:56: ... 10%|█ | 3/30 [00:00<00:00, 217.77 it/sec, obj=-.522]
INFO - 13:56:56:
INFO - 13:56:56: ... 13%|█▎ | 4/30 [00:00<00:00, 203.17 it/sec, obj=-.522]
INFO - 13:56:56:
INFO - 13:56:56: ... 17%|█▋ | 5/30 [00:00<00:00, 196.57 it/sec, obj=-.522]
INFO - 13:56:56:
INFO - 13:56:56: ... 20%|██ | 6/30 [00:00<00:00, 191.96 it/sec, obj=-.522]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: None
INFO - 13:56:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: -0.5220208182651543
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_1 = [-1.55431223e-15 -1.55367285e-02 -2.87288195e-02 -3.83796668e-02
INFO - 13:56:56: -4.55367285e-02 -1.69264987e-01 -7.07350125e-02]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.325598904818412 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:56: *** End StructureScenario execution (time: 0:00:00.044127) ***
INFO - 13:56:56: ... 46%|████▌ | 23/50 [00:06<00:07, 3.66 it/sec, obj=-3.3e+3]
INFO - 13:56:56:
INFO - 13:56:56: *** Start PropulsionScenario execution ***
INFO - 13:56:56: PropulsionScenario
INFO - 13:56:56: Disciplines: SobieskiPropulsion
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize y_34(x_3)
INFO - 13:56:56: with respect to x_3
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_3(x_3) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1587100075948109 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 1547.71 it/sec, obj=0.935]
INFO - 13:56:56:
INFO - 13:56:56: ... 7%|▋ | 2/30 [00:00<00:00, 428.67 it/sec, obj=0.935]
INFO - 13:56:56:
INFO - 13:56:56: ... 10%|█ | 3/30 [00:00<00:00, 481.33 it/sec, obj=0.935]
INFO - 13:56:56:
INFO - 13:56:56: ... 13%|█▎ | 4/30 [00:00<00:00, 350.36 it/sec, obj=0.935]
INFO - 13:56:56:
INFO - 13:56:56: ... 17%|█▋ | 5/30 [00:00<00:00, 339.31 it/sec, obj=0.935]
INFO - 13:56:56:
INFO - 13:56:56: ... 20%|██ | 6/30 [00:00<00:00, 330.85 it/sec, obj=0.935]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: None
INFO - 13:56:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 11
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: 0.935121921555331
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_3 = [-7.56100392e-01 -2.43899608e-01 -2.22044605e-16 -1.81429385e-01]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1581950234859282 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: *** End PropulsionScenario execution (time: 0:00:00.030577) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start AerodynamicsScenario execution ***
INFO - 13:56:56: AerodynamicsScenario
INFO - 13:56:56: Disciplines: SobieskiAerodynamics
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_24(x_2)
INFO - 13:56:56: with respect to x_2
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_2(x_2) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 779.32 it/sec, obj=-7.86]
INFO - 13:56:56:
INFO - 13:56:56: ... 7%|▋ | 2/30 [00:00<00:00, 361.08 it/sec, obj=-7.86]
INFO - 13:56:56:
INFO - 13:56:56: ... 10%|█ | 3/30 [00:00<00:00, 419.36 it/sec, obj=-7.86]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: None
INFO - 13:56:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 4
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: -7.86231588509421
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_2 = 2.8614888236688785e-12
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: *** End AerodynamicsScenario execution (time: 0:00:00.019570) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start StructureScenario execution ***
INFO - 13:56:56: StructureScenario
INFO - 13:56:56: Disciplines: SobieskiStructure
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_11(x_1)
INFO - 13:56:56: with respect to x_1
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_1(x_1) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.325598904818412 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------------------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 519.80 it/sec, obj=-.559]
INFO - 13:56:56:
INFO - 13:56:56: ... 7%|▋ | 2/30 [00:00<00:00, 239.27 it/sec, obj=-.559]
INFO - 13:56:56:
INFO - 13:56:56: ... 10%|█ | 3/30 [00:00<00:00, 216.77 it/sec, obj=-.559]
INFO - 13:56:56:
INFO - 13:56:56: ... 13%|█▎ | 4/30 [00:00<00:00, 202.12 it/sec, obj=-.56]
INFO - 13:56:56:
INFO - 13:56:56: ... 17%|█▋ | 5/30 [00:00<00:00, 193.94 it/sec, obj=-.56]
INFO - 13:56:56:
INFO - 13:56:56: ... 20%|██ | 6/30 [00:00<00:00, 178.97 it/sec, obj=-.56]
INFO - 13:56:56:
INFO - 13:56:56: ... 23%|██▎ | 7/30 [00:00<00:00, 191.82 it/sec, obj=-.56]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: None
INFO - 13:56:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 19
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: -0.5601247943315961
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_1 = [-0.01664121 -0.03212609 -0.04323155 -0.05097099 -0.05657902 -0.13912773
INFO - 13:56:56: -0.10087227]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: *** End StructureScenario execution (time: 0:00:00.049241) ***
INFO - 13:56:56: ... 48%|████▊ | 24/50 [00:06<00:07, 3.69 it/sec, obj=-3.81e+3]
INFO - 13:56:56:
INFO - 13:56:56: *** Start PropulsionScenario execution ***
INFO - 13:56:56: PropulsionScenario
INFO - 13:56:56: Disciplines: SobieskiPropulsion
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize y_34(x_3)
INFO - 13:56:56: with respect to x_3
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_3(x_3) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1581950234859282 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 909.83 it/sec, obj=0.977]
INFO - 13:56:56:
INFO - 13:56:56: ... 7%|▋ | 2/30 [00:00<00:00, 390.51 it/sec, obj=0.973]
INFO - 13:56:56:
INFO - 13:56:56: ... 10%|█ | 3/30 [00:00<00:00, 375.71 it/sec, obj=0.973]
INFO - 13:56:56:
INFO - 13:56:56: ... 13%|█▎ | 4/30 [00:00<00:00, 349.79 it/sec, obj=0.973]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: None
INFO - 13:56:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: 0.972933934150323
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_3 = [-7.23358532e-01 -2.76641468e-01 4.44089210e-16 -1.74708160e-01]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1657328191000955 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: *** End PropulsionScenario execution (time: 0:00:00.023818) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start AerodynamicsScenario execution ***
INFO - 13:56:56: AerodynamicsScenario
INFO - 13:56:56: Disciplines: SobieskiAerodynamics
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_24(x_2)
INFO - 13:56:56: with respect to x_2
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_2(x_2) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 802.28 it/sec, obj=-7.41]
INFO - 13:56:56:
WARNING - 13:56:56: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: 8
INFO - 13:56:56: Message: Positive directional derivative for linesearch
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:56: Solution:
WARNING - 13:56:56: The solution is not feasible.
INFO - 13:56:56: Objective: -7.409275221655249
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_2 = 0.006036072170980011
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: *** End AerodynamicsScenario execution (time: 0:00:00.016045) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start StructureScenario execution ***
INFO - 13:56:56: StructureScenario
INFO - 13:56:56: Disciplines: SobieskiStructure
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_11(x_1)
INFO - 13:56:56: with respect to x_1
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_1(x_1) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 479.18 it/sec, obj=-.562]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: 8
INFO - 13:56:56: Message: Positive directional derivative for linesearch
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: -0.5619989624824399
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_1 = [-0.03540919 -0.04491466 -0.0529267 -0.0587769 -0.0631116 -0.14104574
INFO - 13:56:56: -0.09895426]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: *** End StructureScenario execution (time: 0:00:00.019815) ***
INFO - 13:56:56: ... 50%|█████ | 25/50 [00:06<00:06, 3.67 it/sec, obj=-3.55e+3]
INFO - 13:56:56:
INFO - 13:56:56: *** Start PropulsionScenario execution ***
INFO - 13:56:56: PropulsionScenario
INFO - 13:56:56: Disciplines: SobieskiPropulsion
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize y_34(x_3)
INFO - 13:56:56: with respect to x_3
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_3(x_3) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1657328191000955 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 1457.37 it/sec, obj=0.933]
INFO - 13:56:56:
INFO - 13:56:56: ... 7%|▋ | 2/30 [00:00<00:00, 422.73 it/sec, obj=0.936]
INFO - 13:56:56:
INFO - 13:56:56: ... 10%|█ | 3/30 [00:00<00:00, 480.94 it/sec, obj=0.934]
INFO - 13:56:56:
INFO - 13:56:56: ... 13%|█▎ | 4/30 [00:00<00:00, 415.26 it/sec, obj=0.936]
INFO - 13:56:56:
INFO - 13:56:56: ... 17%|█▋ | 5/30 [00:00<00:00, 386.08 it/sec, obj=0.936]
INFO - 13:56:56:
INFO - 13:56:56: ... 20%|██ | 6/30 [00:00<00:00, 400.44 it/sec, obj=0.936]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: None
INFO - 13:56:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: 0.9363519210387984
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_3 = [-7.81529488e-01 -2.18470512e-01 1.11022302e-15 -1.81410028e-01]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: | x_3 | 0.1 | 0.1585812596308921 | 1 | float |
INFO - 13:56:56: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:56: *** End PropulsionScenario execution (time: 0:00:00.027294) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start AerodynamicsScenario execution ***
INFO - 13:56:56: AerodynamicsScenario
INFO - 13:56:56: Disciplines: SobieskiAerodynamics
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_24(x_2)
INFO - 13:56:56: with respect to x_2
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_2(x_2) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 806.13 it/sec, obj=-7.88]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: 8
INFO - 13:56:56: Message: Positive directional derivative for linesearch
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: -7.883970793383617
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_2 = -0.00042119473052437684
INFO - 13:56:56: Design space:
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +------+-------------+-------+-------------+-------+
INFO - 13:56:56: *** End AerodynamicsScenario execution (time: 0:00:00.016009) ***
INFO - 13:56:56:
INFO - 13:56:56: *** Start StructureScenario execution ***
INFO - 13:56:56: StructureScenario
INFO - 13:56:56: Disciplines: SobieskiStructure
INFO - 13:56:56: MDO formulation: DisciplinaryOpt
INFO - 13:56:56: Optimization problem:
INFO - 13:56:56: minimize -y_11(x_1)
INFO - 13:56:56: with respect to x_1
INFO - 13:56:56: subject to constraints:
INFO - 13:56:56: g_1(x_1) <= 0.0
INFO - 13:56:56: over the design space:
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:56:
INFO - 13:56:56: ... 3%|▎ | 1/30 [00:00<00:00, 521.29 it/sec, obj=-.539]
INFO - 13:56:56:
INFO - 13:56:56:
INFO - 13:56:56: Optimization result:
INFO - 13:56:56: Optimizer info:
INFO - 13:56:56: Status: 8
INFO - 13:56:56: Message: Positive directional derivative for linesearch
INFO - 13:56:56: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:56: Solution:
INFO - 13:56:56: The solution is feasible.
INFO - 13:56:56: Objective: -0.5394075255057361
INFO - 13:56:56: Standardized constraints:
INFO - 13:56:56: g_1 = [-0.01924809 -0.03452884 -0.04528293 -0.05273176 -0.05811281 -0.13393449
INFO - 13:56:56: -0.10606551]
INFO - 13:56:56: Design space:
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:56: +--------+-------------+-------+-------------+-------+
INFO - 13:56:56: *** End StructureScenario execution (time: 0:00:00.019053) ***
INFO - 13:56:57: ... 52%|█████▏ | 26/50 [00:07<00:06, 3.71 it/sec, obj=-3.72e+3]
INFO - 13:56:57:
INFO - 13:56:57: *** Start PropulsionScenario execution ***
INFO - 13:56:57: PropulsionScenario
INFO - 13:56:57: Disciplines: SobieskiPropulsion
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize y_34(x_3)
INFO - 13:56:57: with respect to x_3
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_3(x_3) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1585812596308921 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 920.21 it/sec, obj=1.02]
INFO - 13:56:57:
INFO - 13:56:57: ... 7%|▋ | 2/30 [00:00<00:00, 395.73 it/sec, obj=1]
INFO - 13:56:57:
INFO - 13:56:57: ... 10%|█ | 3/30 [00:00<00:00, 379.91 it/sec, obj=1]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 4
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: 1.0031359599153784
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_3 = [-0.71510445 -0.28489555 0. -0.17957352]
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1877488268563172 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: *** End PropulsionScenario execution (time: 0:00:00.022156) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start AerodynamicsScenario execution ***
INFO - 13:56:57: AerodynamicsScenario
INFO - 13:56:57: Disciplines: SobieskiAerodynamics
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_24(x_2)
INFO - 13:56:57: with respect to x_2
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_2(x_2) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 819.20 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 7%|▋ | 2/30 [00:00<00:00, 351.25 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 10%|█ | 3/30 [00:00<00:00, 403.23 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 13%|█▎ | 4/30 [00:00<00:00, 433.97 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 17%|█▋ | 5/30 [00:00<00:00, 452.94 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 20%|██ | 6/30 [00:00<00:00, 469.76 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 23%|██▎ | 7/30 [00:00<00:00, 480.48 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 27%|██▋ | 8/30 [00:00<00:00, 490.99 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 30%|███ | 9/30 [00:00<00:00, 499.10 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 33%|███▎ | 10/30 [00:00<00:00, 505.34 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 37%|███▋ | 11/30 [00:00<00:00, 511.02 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 40%|████ | 12/30 [00:00<00:00, 515.49 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 43%|████▎ | 13/30 [00:00<00:00, 491.46 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 47%|████▋ | 14/30 [00:00<00:00, 497.02 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 50%|█████ | 15/30 [00:00<00:00, 501.56 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 53%|█████▎ | 16/30 [00:00<00:00, 505.60 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 57%|█████▋ | 17/30 [00:00<00:00, 509.51 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 60%|██████ | 18/30 [00:00<00:00, 512.52 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 63%|██████▎ | 19/30 [00:00<00:00, 515.44 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 67%|██████▋ | 20/30 [00:00<00:00, 517.81 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 70%|███████ | 21/30 [00:00<00:00, 520.62 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 73%|███████▎ | 22/30 [00:00<00:00, 523.03 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 77%|███████▋ | 23/30 [00:00<00:00, 525.03 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 80%|████████ | 24/30 [00:00<00:00, 508.73 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 83%|████████▎ | 25/30 [00:00<00:00, 508.46 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 87%|████████▋ | 26/30 [00:00<00:00, 497.33 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 90%|█████████ | 27/30 [00:00<00:00, 499.93 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 93%|█████████▎| 28/30 [00:00<00:00, 502.34 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 97%|█████████▋| 29/30 [00:00<00:00, 504.73 it/sec, obj=-6.79]
INFO - 13:56:57:
INFO - 13:56:57: ... 100%|██████████| 30/30 [00:00<00:00, 506.55 it/sec, obj=-6.79]
INFO - 13:56:57:
WARNING - 13:56:57: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: None
INFO - 13:56:57: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 41
INFO - 13:56:57: Solution:
WARNING - 13:56:57: The solution is not feasible.
INFO - 13:56:57: Objective: -6.79485879088523
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_2 = 0.008893686347979601
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: *** End AerodynamicsScenario execution (time: 0:00:00.072496) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start StructureScenario execution ***
INFO - 13:56:57: StructureScenario
INFO - 13:56:57: Disciplines: SobieskiStructure
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_11(x_1)
INFO - 13:56:57: with respect to x_1
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_1(x_1) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 527.25 it/sec, obj=-.569]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: -0.5686085799835205
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_1 = [-0.04575176 -0.05189271 -0.05819136 -0.06300356 -0.06664212 -0.14104574
INFO - 13:56:57: -0.09895426]
INFO - 13:56:57: Design space:
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: *** End StructureScenario execution (time: 0:00:00.018881) ***
INFO - 13:56:57: ... 54%|█████▍ | 27/50 [00:07<00:06, 3.66 it/sec, obj=-3.03e+3]
INFO - 13:56:57:
INFO - 13:56:57: *** Start PropulsionScenario execution ***
INFO - 13:56:57: PropulsionScenario
INFO - 13:56:57: Disciplines: SobieskiPropulsion
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize y_34(x_3)
INFO - 13:56:57: with respect to x_3
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_3(x_3) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1877488268563172 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 1606.40 it/sec, obj=0.923]
INFO - 13:56:57:
INFO - 13:56:57: ... 7%|▋ | 2/30 [00:00<00:00, 434.08 it/sec, obj=0.935]
INFO - 13:56:57:
INFO - 13:56:57: ... 10%|█ | 3/30 [00:00<00:00, 492.19 it/sec, obj=0.925]
INFO - 13:56:57:
INFO - 13:56:57: ... 13%|█▎ | 4/30 [00:00<00:00, 407.14 it/sec, obj=0.935]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: 0.9348294004037732
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_3 = [-7.33519921e-01 -2.66480079e-01 2.22044605e-16 -1.81565390e-01]
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1582195818570545 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: *** End PropulsionScenario execution (time: 0:00:00.024084) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start AerodynamicsScenario execution ***
INFO - 13:56:57: AerodynamicsScenario
INFO - 13:56:57: Disciplines: SobieskiAerodynamics
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_24(x_2)
INFO - 13:56:57: with respect to x_2
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_2(x_2) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 809.24 it/sec, obj=-7.54]
INFO - 13:56:57:
WARNING - 13:56:57: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:57: Solution:
WARNING - 13:56:57: The solution is not feasible.
INFO - 13:56:57: Objective: -7.536581971763686
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_2 = 0.003845789432150859
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: *** End AerodynamicsScenario execution (time: 0:00:00.021711) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start StructureScenario execution ***
INFO - 13:56:57: StructureScenario
INFO - 13:56:57: Disciplines: SobieskiStructure
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_11(x_1)
INFO - 13:56:57: with respect to x_1
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_1(x_1) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 496.54 it/sec, obj=-.554]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: -0.5541596344391383
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_1 = [-0.03002038 -0.04178858 -0.05075706 -0.05712515 -0.06178179 -0.1374539
INFO - 13:56:57: -0.1025461 ]
INFO - 13:56:57: Design space:
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: *** End StructureScenario execution (time: 0:00:00.019732) ***
INFO - 13:56:57: ... 56%|█████▌ | 28/50 [00:07<00:06, 3.66 it/sec, obj=-3.75e+3]
INFO - 13:56:57:
INFO - 13:56:57: *** Start PropulsionScenario execution ***
INFO - 13:56:57: PropulsionScenario
INFO - 13:56:57: Disciplines: SobieskiPropulsion
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize y_34(x_3)
INFO - 13:56:57: with respect to x_3
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_3(x_3) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1582195818570545 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 1466.54 it/sec, obj=0.923]
INFO - 13:56:57:
INFO - 13:56:57: ... 7%|▋ | 2/30 [00:00<00:00, 422.51 it/sec, obj=0.924]
INFO - 13:56:57:
INFO - 13:56:57: ... 10%|█ | 3/30 [00:00<00:00, 461.47 it/sec, obj=0.923]
INFO - 13:56:57:
INFO - 13:56:57: ... 13%|█▎ | 4/30 [00:00<00:00, 400.87 it/sec, obj=0.924]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: 0.9239330847904543
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_3 = [-7.66204792e-01 -2.33795208e-01 1.11022302e-15 -1.83255000e-01]
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1562447456462877 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: *** End PropulsionScenario execution (time: 0:00:00.024961) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start AerodynamicsScenario execution ***
INFO - 13:56:57: AerodynamicsScenario
INFO - 13:56:57: Disciplines: SobieskiAerodynamics
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_24(x_2)
INFO - 13:56:57: with respect to x_2
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_2(x_2) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 801.05 it/sec, obj=-8.04]
INFO - 13:56:57:
WARNING - 13:56:57: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:57: Solution:
WARNING - 13:56:57: The solution is not feasible.
INFO - 13:56:57: Objective: -8.037578348954822
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_2 = 0.0006201857783338927
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: *** End AerodynamicsScenario execution (time: 0:00:00.016496) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start StructureScenario execution ***
INFO - 13:56:57: StructureScenario
INFO - 13:56:57: Disciplines: SobieskiStructure
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_11(x_1)
INFO - 13:56:57: with respect to x_1
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_1(x_1) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 437.50 it/sec, obj=-.567]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: -0.5668864104573308
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_1 = [-0.01994294 -0.03469686 -0.04529824 -0.05269087 -0.05804922 -0.13720865
INFO - 13:56:57: -0.10279135]
INFO - 13:56:57: Design space:
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: *** End StructureScenario execution (time: 0:00:00.019951) ***
INFO - 13:56:57: ... 58%|█████▊ | 29/50 [00:07<00:05, 3.69 it/sec, obj=-3.97e+3]
INFO - 13:56:57:
INFO - 13:56:57: *** Start PropulsionScenario execution ***
INFO - 13:56:57: PropulsionScenario
INFO - 13:56:57: Disciplines: SobieskiPropulsion
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize y_34(x_3)
INFO - 13:56:57: with respect to x_3
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_3(x_3) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1562447456462877 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 1521.33 it/sec, obj=0.925]
INFO - 13:56:57:
INFO - 13:56:57: ... 7%|▋ | 2/30 [00:00<00:00, 398.22 it/sec, obj=0.925]
INFO - 13:56:57:
INFO - 13:56:57: ... 10%|█ | 3/30 [00:00<00:00, 379.15 it/sec, obj=0.925]
INFO - 13:56:57:
INFO - 13:56:57: ... 13%|█▎ | 4/30 [00:00<00:00, 353.77 it/sec, obj=0.925]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: None
INFO - 13:56:57: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: 0.9253142722206789
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_3 = [-0.75651921 -0.24348079 0. -0.18305947]
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: | x_3 | 0.1 | 0.1565016636061157 | 1 | float |
INFO - 13:56:57: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:57: *** End PropulsionScenario execution (time: 0:00:00.024446) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start AerodynamicsScenario execution ***
INFO - 13:56:57: AerodynamicsScenario
INFO - 13:56:57: Disciplines: SobieskiAerodynamics
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_24(x_2)
INFO - 13:56:57: with respect to x_2
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_2(x_2) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 771.30 it/sec, obj=-8.02]
INFO - 13:56:57:
WARNING - 13:56:57: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:57: Solution:
WARNING - 13:56:57: The solution is not feasible.
INFO - 13:56:57: Objective: -8.021555394800172
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_2 = 0.005812836863662296
INFO - 13:56:57: Design space:
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +------+-------------+-------+-------------+-------+
INFO - 13:56:57: *** End AerodynamicsScenario execution (time: 0:00:00.017381) ***
INFO - 13:56:57:
INFO - 13:56:57: *** Start StructureScenario execution ***
INFO - 13:56:57: StructureScenario
INFO - 13:56:57: Disciplines: SobieskiStructure
INFO - 13:56:57: MDO formulation: DisciplinaryOpt
INFO - 13:56:57: Optimization problem:
INFO - 13:56:57: minimize -y_11(x_1)
INFO - 13:56:57: with respect to x_1
INFO - 13:56:57: subject to constraints:
INFO - 13:56:57: g_1(x_1) <= 0.0
INFO - 13:56:57: over the design space:
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:57: +--------+-------------+-------+-------------+-------+
INFO - 13:56:57: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:57:
INFO - 13:56:57: ... 3%|▎ | 1/30 [00:00<00:00, 486.35 it/sec, obj=-.571]
INFO - 13:56:57:
INFO - 13:56:57:
INFO - 13:56:57: Optimization result:
INFO - 13:56:57: Optimizer info:
INFO - 13:56:57: Status: 8
INFO - 13:56:57: Message: Positive directional derivative for linesearch
INFO - 13:56:57: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:57: Solution:
INFO - 13:56:57: The solution is feasible.
INFO - 13:56:57: Objective: -0.5714501387497389
INFO - 13:56:57: Standardized constraints:
INFO - 13:56:57: g_1 = [-0.0361015 -0.04585788 -0.05381474 -0.05957403 -0.06382405 -0.13834522
INFO - 13:56:57: -0.10165478]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End StructureScenario execution (time: 0:00:00.019631) ***
INFO - 13:56:58: ... 60%|██████ | 30/50 [00:08<00:05, 3.74 it/sec, obj=-3.98e+3]
INFO - 13:56:58:
INFO - 13:56:58: *** Start PropulsionScenario execution ***
INFO - 13:56:58: PropulsionScenario
INFO - 13:56:58: Disciplines: SobieskiPropulsion
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize y_34(x_3)
INFO - 13:56:58: with respect to x_3
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_3(x_3) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1565016636061157 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 1496.90 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58: ... 7%|▋ | 2/30 [00:00<00:00, 421.77 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58: ... 10%|█ | 3/30 [00:00<00:00, 475.45 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58: ... 13%|█▎ | 4/30 [00:00<00:00, 411.10 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58: ... 17%|█▋ | 5/30 [00:00<00:00, 311.65 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58: ... 20%|██ | 6/30 [00:00<00:00, 328.05 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: None
INFO - 13:56:58: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 10
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: 0.9243145909225192
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_3 = [-7.66888737e-01 -2.33111263e-01 3.10862447e-15 -1.83237818e-01]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1563468897448967 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: *** End PropulsionScenario execution (time: 0:00:00.031019) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start AerodynamicsScenario execution ***
INFO - 13:56:58: AerodynamicsScenario
INFO - 13:56:58: Disciplines: SobieskiAerodynamics
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_24(x_2)
INFO - 13:56:58: with respect to x_2
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_2(x_2) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 781.35 it/sec, obj=-8]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: -7.998758901200273
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_2 = -0.0002149994638178665
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End AerodynamicsScenario execution (time: 0:00:00.015777) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start StructureScenario execution ***
INFO - 13:56:58: StructureScenario
INFO - 13:56:58: Disciplines: SobieskiStructure
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_11(x_1)
INFO - 13:56:58: with respect to x_1
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_1(x_1) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 523.57 it/sec, obj=-.563]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: -0.5625246653982537
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_1 = [-0.01486789 -0.03070125 -0.04207193 -0.04999962 -0.05574528 -0.14063255
INFO - 13:56:58: -0.09936745]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End StructureScenario execution (time: 0:00:00.018777) ***
INFO - 13:56:58: ... 62%|██████▏ | 31/50 [00:08<00:05, 3.78 it/sec, obj=-3.91e+3]
WARNING - 13:56:58: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513364e-14 is still above the tolerance 1e-14.
INFO - 13:56:58:
INFO - 13:56:58: *** Start PropulsionScenario execution ***
INFO - 13:56:58: PropulsionScenario
INFO - 13:56:58: Disciplines: SobieskiPropulsion
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize y_34(x_3)
INFO - 13:56:58: with respect to x_3
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_3(x_3) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1563468897448967 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 1558.64 it/sec, obj=0.933]
INFO - 13:56:58:
INFO - 13:56:58: ... 7%|▋ | 2/30 [00:00<00:00, 427.49 it/sec, obj=0.932]
INFO - 13:56:58:
INFO - 13:56:58: ... 10%|█ | 3/30 [00:00<00:00, 401.42 it/sec, obj=0.932]
INFO - 13:56:58:
INFO - 13:56:58: ... 13%|█▎ | 4/30 [00:00<00:00, 420.46 it/sec, obj=0.932]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: None
INFO - 13:56:58: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: 0.9319923503648384
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_3 = [-7.63375333e-01 -2.36624667e-01 -8.88178420e-16 -1.83239893e-01]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1587995481245701 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: *** End PropulsionScenario execution (time: 0:00:00.021786) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start AerodynamicsScenario execution ***
INFO - 13:56:58: AerodynamicsScenario
INFO - 13:56:58: Disciplines: SobieskiAerodynamics
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_24(x_2)
INFO - 13:56:58: with respect to x_2
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_2(x_2) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 806.44 it/sec, obj=-7.93]
INFO - 13:56:58:
WARNING - 13:56:58: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
WARNING - 13:56:58: The solution is not feasible.
INFO - 13:56:58: Objective: -7.926226950541363
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_2 = 0.0005505463417481149
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End AerodynamicsScenario execution (time: 0:00:00.016014) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start StructureScenario execution ***
INFO - 13:56:58: StructureScenario
INFO - 13:56:58: Disciplines: SobieskiStructure
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_11(x_1)
INFO - 13:56:58: with respect to x_1
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_1(x_1) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 506.86 it/sec, obj=-.566]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: -0.5664268754896733
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_1 = [-0.01967127 -0.03449336 -0.04513721 -0.05255802 -0.05793627 -0.13728934
INFO - 13:56:58: -0.10271066]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End StructureScenario execution (time: 0:00:00.018875) ***
INFO - 13:56:58: ... 64%|██████▍ | 32/50 [00:08<00:04, 3.80 it/sec, obj=-3.85e+3]
INFO - 13:56:58:
INFO - 13:56:58: *** Start PropulsionScenario execution ***
INFO - 13:56:58: PropulsionScenario
INFO - 13:56:58: Disciplines: SobieskiPropulsion
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize y_34(x_3)
INFO - 13:56:58: with respect to x_3
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_3(x_3) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1587995481245701 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 1580.37 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58: ... 7%|▋ | 2/30 [00:00<00:00, 430.41 it/sec, obj=0.925]
INFO - 13:56:58:
INFO - 13:56:58: ... 10%|█ | 3/30 [00:00<00:00, 487.05 it/sec, obj=0.924]
INFO - 13:56:58:
INFO - 13:56:58: ... 13%|█▎ | 4/30 [00:00<00:00, 415.55 it/sec, obj=0.925]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: 0.9250811920648444
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_3 = [-7.65283171e-01 -2.34716829e-01 -6.66133815e-16 -1.83082070e-01]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1564492139616135 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: *** End PropulsionScenario execution (time: 0:00:00.024201) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start AerodynamicsScenario execution ***
INFO - 13:56:58: AerodynamicsScenario
INFO - 13:56:58: Disciplines: SobieskiAerodynamics
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_24(x_2)
INFO - 13:56:58: with respect to x_2
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_2(x_2) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 814.90 it/sec, obj=-7.86]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: -7.86423586298679
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_2 = -0.0005009323667215515
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End AerodynamicsScenario execution (time: 0:00:00.015849) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start StructureScenario execution ***
INFO - 13:56:58: StructureScenario
INFO - 13:56:58: Disciplines: SobieskiStructure
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_11(x_1)
INFO - 13:56:58: with respect to x_1
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_1(x_1) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 515.65 it/sec, obj=-.555]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: -0.554642423046122
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_1 = [-0.00867058 -0.02554783 -0.03782366 -0.04641707 -0.05265764 -0.14783085
INFO - 13:56:58: -0.09216915]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End StructureScenario execution (time: 0:00:00.019251) ***
WARNING - 13:56:58: MDAJacobi has reached its maximum number of iterations but the normed residual 2.6870836615612218e-14 is still above the tolerance 1e-14.
INFO - 13:56:58: ... 66%|██████▌ | 33/50 [00:08<00:04, 3.81 it/sec, obj=-3.8e+3]
INFO - 13:56:58:
INFO - 13:56:58: *** Start PropulsionScenario execution ***
INFO - 13:56:58: PropulsionScenario
INFO - 13:56:58: Disciplines: SobieskiPropulsion
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize y_34(x_3)
INFO - 13:56:58: with respect to x_3
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_3(x_3) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1564492139616135 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 1567.38 it/sec, obj=0.937]
INFO - 13:56:58:
INFO - 13:56:58: ... 7%|▋ | 2/30 [00:00<00:00, 424.91 it/sec, obj=0.935]
INFO - 13:56:58:
INFO - 13:56:58: ... 10%|█ | 3/30 [00:00<00:00, 400.55 it/sec, obj=0.935]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 4
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: 0.9349125067322442
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_3 = [-7.62217134e-01 -2.37782866e-01 4.44089210e-16 -1.83248216e-01]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: | x_3 | 0.1 | 0.1597918387590304 | 1 | float |
INFO - 13:56:58: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:58: *** End PropulsionScenario execution (time: 0:00:00.021865) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start AerodynamicsScenario execution ***
INFO - 13:56:58: AerodynamicsScenario
INFO - 13:56:58: Disciplines: SobieskiAerodynamics
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_24(x_2)
INFO - 13:56:58: with respect to x_2
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_2(x_2) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 767.77 it/sec, obj=-7.88]
INFO - 13:56:58:
WARNING - 13:56:58: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
WARNING - 13:56:58: The solution is not feasible.
INFO - 13:56:58: Objective: -7.881869727406094
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_2 = 0.0006997642968409323
INFO - 13:56:58: Design space:
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End AerodynamicsScenario execution (time: 0:00:00.022029) ***
INFO - 13:56:58:
INFO - 13:56:58: *** Start StructureScenario execution ***
INFO - 13:56:58: StructureScenario
INFO - 13:56:58: Disciplines: SobieskiStructure
INFO - 13:56:58: MDO formulation: DisciplinaryOpt
INFO - 13:56:58: Optimization problem:
INFO - 13:56:58: minimize -y_11(x_1)
INFO - 13:56:58: with respect to x_1
INFO - 13:56:58: subject to constraints:
INFO - 13:56:58: g_1(x_1) <= 0.0
INFO - 13:56:58: over the design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:58:
INFO - 13:56:58: ... 3%|▎ | 1/30 [00:00<00:00, 518.71 it/sec, obj=-.566]
INFO - 13:56:58:
INFO - 13:56:58:
INFO - 13:56:58: Optimization result:
INFO - 13:56:58: Optimizer info:
INFO - 13:56:58: Status: 8
INFO - 13:56:58: Message: Positive directional derivative for linesearch
INFO - 13:56:58: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:58: Solution:
INFO - 13:56:58: The solution is feasible.
INFO - 13:56:58: Objective: -0.5661577169180194
INFO - 13:56:58: Standardized constraints:
INFO - 13:56:58: g_1 = [-0.02025145 -0.03492775 -0.04548086 -0.05284151 -0.05817727 -0.13711908
INFO - 13:56:58: -0.10288092]
INFO - 13:56:58: Design space:
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:58: +--------+-------------+-------+-------------+-------+
INFO - 13:56:58: *** End StructureScenario execution (time: 0:00:00.019322) ***
INFO - 13:56:58: ... 68%|██████▊ | 34/50 [00:08<00:04, 3.83 it/sec, obj=-3.81e+3]
INFO - 13:56:59:
INFO - 13:56:59: *** Start PropulsionScenario execution ***
INFO - 13:56:59: PropulsionScenario
INFO - 13:56:59: Disciplines: SobieskiPropulsion
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize y_34(x_3)
INFO - 13:56:59: with respect to x_3
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_3(x_3) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1597918387590304 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 1415.08 it/sec, obj=0.94]
INFO - 13:56:59:
INFO - 13:56:59: ... 7%|▋ | 2/30 [00:00<00:00, 420.38 it/sec, obj=0.94]
INFO - 13:56:59:
INFO - 13:56:59: ... 10%|█ | 3/30 [00:00<00:00, 478.36 it/sec, obj=0.94]
INFO - 13:56:59:
INFO - 13:56:59: ... 13%|█▎ | 4/30 [00:00<00:00, 412.73 it/sec, obj=0.94]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: 0.9396015769787862
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_3 = [-7.47479350e-01 -2.52520650e-01 2.22044605e-16 -1.81422698e-01]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1596835469093206 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: *** End PropulsionScenario execution (time: 0:00:00.025432) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start AerodynamicsScenario execution ***
INFO - 13:56:59: AerodynamicsScenario
INFO - 13:56:59: Disciplines: SobieskiAerodynamics
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_24(x_2)
INFO - 13:56:59: with respect to x_2
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_2(x_2) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 804.43 it/sec, obj=-7.73]
INFO - 13:56:59:
WARNING - 13:56:59: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
WARNING - 13:56:59: The solution is not feasible.
INFO - 13:56:59: Objective: -7.729533044729795
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_2 = 0.005420993802370377
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End AerodynamicsScenario execution (time: 0:00:00.016021) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start StructureScenario execution ***
INFO - 13:56:59: StructureScenario
INFO - 13:56:59: Disciplines: SobieskiStructure
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_11(x_1)
INFO - 13:56:59: with respect to x_1
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_1(x_1) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 505.89 it/sec, obj=-.564]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: -0.5637678101340007
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_1 = [-0.03230125 -0.04250547 -0.05099334 -0.05716951 -0.06173839 -0.14275081
INFO - 13:56:59: -0.09724919]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End StructureScenario execution (time: 0:00:00.019125) ***
INFO - 13:56:59: ... 70%|███████ | 35/50 [00:09<00:03, 3.82 it/sec, obj=-3.76e+3]
INFO - 13:56:59:
INFO - 13:56:59: *** Start PropulsionScenario execution ***
INFO - 13:56:59: PropulsionScenario
INFO - 13:56:59: Disciplines: SobieskiPropulsion
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize y_34(x_3)
INFO - 13:56:59: with respect to x_3
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_3(x_3) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1596835469093206 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 1568.55 it/sec, obj=0.922]
INFO - 13:56:59:
INFO - 13:56:59: ... 7%|▋ | 2/30 [00:00<00:00, 428.16 it/sec, obj=0.924]
INFO - 13:56:59:
INFO - 13:56:59: ... 10%|█ | 3/30 [00:00<00:00, 477.95 it/sec, obj=0.923]
INFO - 13:56:59:
INFO - 13:56:59: ... 13%|█▎ | 4/30 [00:00<00:00, 349.30 it/sec, obj=0.924]
INFO - 13:56:59:
INFO - 13:56:59: ... 17%|█▋ | 5/30 [00:00<00:00, 337.72 it/sec, obj=0.924]
INFO - 13:56:59:
INFO - 13:56:59: ... 20%|██ | 6/30 [00:00<00:00, 355.66 it/sec, obj=0.924]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: None
INFO - 13:56:59: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 8
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: 0.9239330847904542
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_3 = [-7.67195123e-01 -2.32804877e-01 2.22044605e-16 -1.83255000e-01]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: *** End PropulsionScenario execution (time: 0:00:00.029266) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start AerodynamicsScenario execution ***
INFO - 13:56:59: AerodynamicsScenario
INFO - 13:56:59: Disciplines: SobieskiAerodynamics
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_24(x_2)
INFO - 13:56:59: with respect to x_2
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_2(x_2) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 800.44 it/sec, obj=-8.02]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: -8.023032044395645
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_2 = 0.0
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End AerodynamicsScenario execution (time: 0:00:00.015904) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start StructureScenario execution ***
INFO - 13:56:59: StructureScenario
INFO - 13:56:59: Disciplines: SobieskiStructure
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_11(x_1)
INFO - 13:56:59: with respect to x_1
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_1(x_1) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 506.31 it/sec, obj=-.566]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: -0.5660015129608503
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 13:56:59: -0.10279135]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End StructureScenario execution (time: 0:00:00.018876) ***
INFO - 13:56:59: ... 72%|███████▏ | 36/50 [00:09<00:03, 3.85 it/sec, obj=-3.96e+3]
INFO - 13:56:59:
INFO - 13:56:59: *** Start PropulsionScenario execution ***
INFO - 13:56:59: PropulsionScenario
INFO - 13:56:59: Disciplines: SobieskiPropulsion
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize y_34(x_3)
INFO - 13:56:59: with respect to x_3
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_3(x_3) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 1575.62 it/sec, obj=0.93]
INFO - 13:56:59:
INFO - 13:56:59: ... 7%|▋ | 2/30 [00:00<00:00, 424.61 it/sec, obj=0.929]
INFO - 13:56:59:
INFO - 13:56:59: ... 10%|█ | 3/30 [00:00<00:00, 385.00 it/sec, obj=0.929]
INFO - 13:56:59:
INFO - 13:56:59: ... 13%|█▎ | 4/30 [00:00<00:00, 357.75 it/sec, obj=0.929]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: None
INFO - 13:56:59: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 7
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: 0.9293693023627243
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_3 = [-7.66893583e-01 -2.33106417e-01 -5.55111512e-16 -1.82405177e-01]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1572026180027038 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: *** End PropulsionScenario execution (time: 0:00:00.024483) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start AerodynamicsScenario execution ***
INFO - 13:56:59: AerodynamicsScenario
INFO - 13:56:59: Disciplines: SobieskiAerodynamics
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_24(x_2)
INFO - 13:56:59: with respect to x_2
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_2(x_2) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 761.77 it/sec, obj=-8]
INFO - 13:56:59:
WARNING - 13:56:59: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
WARNING - 13:56:59: The solution is not feasible.
INFO - 13:56:59: Objective: -8.004494133931255
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_2 = 0.0003904217311601066
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End AerodynamicsScenario execution (time: 0:00:00.016168) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start StructureScenario execution ***
INFO - 13:56:59: StructureScenario
INFO - 13:56:59: Disciplines: SobieskiStructure
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_11(x_1)
INFO - 13:56:59: with respect to x_1
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_1(x_1) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 506.37 it/sec, obj=-.56]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: -0.5603134488750118
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_1 = [-0.01984679 -0.03471979 -0.04534806 -0.0527464 -0.05810419 -0.13637084
INFO - 13:56:59: -0.10362916]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End StructureScenario execution (time: 0:00:00.019275) ***
INFO - 13:56:59: ... 74%|███████▍ | 37/50 [00:09<00:03, 3.88 it/sec, obj=-3.88e+3]
INFO - 13:56:59:
INFO - 13:56:59: *** Start PropulsionScenario execution ***
INFO - 13:56:59: PropulsionScenario
INFO - 13:56:59: Disciplines: SobieskiPropulsion
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize y_34(x_3)
INFO - 13:56:59: with respect to x_3
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_3(x_3) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1572026180027038 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 869.11 it/sec, obj=0.933]
INFO - 13:56:59:
INFO - 13:56:59: ... 7%|▋ | 2/30 [00:00<00:00, 384.36 it/sec, obj=0.933]
INFO - 13:56:59:
INFO - 13:56:59: ... 10%|█ | 3/30 [00:00<00:00, 375.70 it/sec, obj=0.933]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 4
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: 0.9330107940865807
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_3 = [-7.55048823e-01 -2.44951177e-01 2.22044605e-16 -1.82230251e-01]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1582169369709533 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: *** End PropulsionScenario execution (time: 0:00:00.026127) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start AerodynamicsScenario execution ***
INFO - 13:56:59: AerodynamicsScenario
INFO - 13:56:59: Disciplines: SobieskiAerodynamics
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_24(x_2)
INFO - 13:56:59: with respect to x_2
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_2(x_2) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 802.12 it/sec, obj=-7.95]
INFO - 13:56:59:
WARNING - 13:56:59: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
WARNING - 13:56:59: The solution is not feasible.
INFO - 13:56:59: Objective: -7.948534030261986
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_2 = 0.009273750297057681
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End AerodynamicsScenario execution (time: 0:00:00.016850) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start StructureScenario execution ***
INFO - 13:56:59: StructureScenario
INFO - 13:56:59: Disciplines: SobieskiStructure
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_11(x_1)
INFO - 13:56:59: with respect to x_1
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_1(x_1) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 495.55 it/sec, obj=-.569]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: -0.568836879448503
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_1 = [-0.04916719 -0.05511668 -0.06096447 -0.06539251 -0.06872762 -0.13649181
INFO - 13:56:59: -0.10350819]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End StructureScenario execution (time: 0:00:00.020191) ***
INFO - 13:56:59: ... 76%|███████▌ | 38/50 [00:09<00:03, 3.90 it/sec, obj=-3.9e+3]
INFO - 13:56:59:
INFO - 13:56:59: *** Start PropulsionScenario execution ***
INFO - 13:56:59: PropulsionScenario
INFO - 13:56:59: Disciplines: SobieskiPropulsion
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize y_34(x_3)
INFO - 13:56:59: with respect to x_3
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_3(x_3) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1582169369709533 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 732.63 it/sec, obj=0.926]
INFO - 13:56:59:
INFO - 13:56:59: ... 7%|▋ | 2/30 [00:00<00:00, 370.05 it/sec, obj=0.927]
INFO - 13:56:59:
INFO - 13:56:59: ... 10%|█ | 3/30 [00:00<00:00, 432.63 it/sec, obj=0.926]
INFO - 13:56:59:
INFO - 13:56:59: ... 13%|█▎ | 4/30 [00:00<00:00, 375.07 it/sec, obj=0.927]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 5
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: 0.9265522972564275
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_3 = [-7.71722259e-01 -2.28277741e-01 6.66133815e-16 -1.83155565e-01]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: | x_3 | 0.1 | 0.1569693906442405 | 1 | float |
INFO - 13:56:59: +------+-------------+--------------------+-------------+-------+
INFO - 13:56:59: *** End PropulsionScenario execution (time: 0:00:00.025334) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start AerodynamicsScenario execution ***
INFO - 13:56:59: AerodynamicsScenario
INFO - 13:56:59: Disciplines: SobieskiAerodynamics
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_24(x_2)
INFO - 13:56:59: with respect to x_2
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_2(x_2) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 780.63 it/sec, obj=-7.99]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: -7.992262900978756
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_2 = -0.0034496415465745667
INFO - 13:56:59: Design space:
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End AerodynamicsScenario execution (time: 0:00:00.016593) ***
INFO - 13:56:59:
INFO - 13:56:59: *** Start StructureScenario execution ***
INFO - 13:56:59: StructureScenario
INFO - 13:56:59: Disciplines: SobieskiStructure
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:56:59: Optimization problem:
INFO - 13:56:59: minimize -y_11(x_1)
INFO - 13:56:59: with respect to x_1
INFO - 13:56:59: subject to constraints:
INFO - 13:56:59: g_1(x_1) <= 0.0
INFO - 13:56:59: over the design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: Solving optimization problem with algorithm SLSQP:
INFO - 13:56:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:56:59:
INFO - 13:56:59: ... 3%|▎ | 1/30 [00:00<00:00, 461.52 it/sec, obj=-.56]
INFO - 13:56:59:
INFO - 13:56:59:
INFO - 13:56:59: Optimization result:
INFO - 13:56:59: Optimizer info:
INFO - 13:56:59: Status: 8
INFO - 13:56:59: Message: Positive directional derivative for linesearch
INFO - 13:56:59: Number of calls to the objective function by the optimizer: 2
INFO - 13:56:59: Solution:
INFO - 13:56:59: The solution is feasible.
INFO - 13:56:59: Objective: -0.5602670761638272
INFO - 13:56:59: Standardized constraints:
INFO - 13:56:59: g_1 = [-0.00775884 -0.02581524 -0.03835244 -0.04699763 -0.05322896 -0.13745323
INFO - 13:56:59: -0.10254677]
INFO - 13:56:59: Design space:
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | name | lower_bound | value | upper_bound | type |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:56:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:56:59: +--------+-------------+-------+-------------+-------+
INFO - 13:56:59: *** End StructureScenario execution (time: 0:00:00.019388) ***
INFO - 13:56:59: ... 78%|███████▊ | 39/50 [00:09<00:02, 3.93 it/sec, obj=-3.89e+3]
INFO - 13:56:59:
INFO - 13:56:59: *** Start PropulsionScenario execution ***
INFO - 13:56:59: PropulsionScenario
INFO - 13:56:59: Disciplines: SobieskiPropulsion
INFO - 13:56:59: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize y_34(x_3)
INFO - 13:57:00: with respect to x_3
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_3(x_3) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1569693906442405 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 1404.66 it/sec, obj=0.927]
INFO - 13:57:00:
INFO - 13:57:00: ... 7%|▋ | 2/30 [00:00<00:00, 402.12 it/sec, obj=0.927]
INFO - 13:57:00:
INFO - 13:57:00: ... 10%|█ | 3/30 [00:00<00:00, 450.32 it/sec, obj=0.927]
INFO - 13:57:00:
INFO - 13:57:00: ... 13%|█▎ | 4/30 [00:00<00:00, 394.17 it/sec, obj=0.927]
INFO - 13:57:00:
INFO - 13:57:00: ... 17%|█▋ | 5/30 [00:00<00:00, 369.55 it/sec, obj=0.927]
INFO - 13:57:00:
INFO - 13:57:00: ... 20%|██ | 6/30 [00:00<00:00, 353.67 it/sec, obj=0.927]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: None
INFO - 13:57:00: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 8
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: 0.9267213583137429
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_3 = [-7.59137810e-01 -2.40862190e-01 -3.33066907e-16 -1.82942299e-01]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1568370766528054 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: *** End PropulsionScenario execution (time: 0:00:00.029914) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start AerodynamicsScenario execution ***
INFO - 13:57:00: AerodynamicsScenario
INFO - 13:57:00: Disciplines: SobieskiAerodynamics
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_24(x_2)
INFO - 13:57:00: with respect to x_2
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_2(x_2) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 750.86 it/sec, obj=-7.97]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -7.968545610384681
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_2 = -0.00101356560318
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End AerodynamicsScenario execution (time: 0:00:00.016371) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start StructureScenario execution ***
INFO - 13:57:00: StructureScenario
INFO - 13:57:00: Disciplines: SobieskiStructure
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_11(x_1)
INFO - 13:57:00: with respect to x_1
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_1(x_1) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 492.40 it/sec, obj=-.559]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -0.5585636289816939
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_1 = [-0.01469641 -0.03087838 -0.04231408 -0.0502458 -0.05597958 -0.13761747
INFO - 13:57:00: -0.10238253]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End StructureScenario execution (time: 0:00:00.019372) ***
INFO - 13:57:00: ... 80%|████████ | 40/50 [00:10<00:02, 3.96 it/sec, obj=-3.86e+3]
INFO - 13:57:00:
INFO - 13:57:00: *** Start PropulsionScenario execution ***
INFO - 13:57:00: PropulsionScenario
INFO - 13:57:00: Disciplines: SobieskiPropulsion
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize y_34(x_3)
INFO - 13:57:00: with respect to x_3
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_3(x_3) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1568370766528054 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 1431.01 it/sec, obj=0.934]
INFO - 13:57:00:
INFO - 13:57:00: ... 7%|▋ | 2/30 [00:00<00:00, 424.31 it/sec, obj=0.934]
INFO - 13:57:00:
INFO - 13:57:00: ... 10%|█ | 3/30 [00:00<00:00, 401.56 it/sec, obj=0.934]
INFO - 13:57:00:
INFO - 13:57:00: ... 13%|█▎ | 4/30 [00:00<00:00, 371.56 it/sec, obj=0.934]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: None
INFO - 13:57:00: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 5
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: 0.9336402560775915
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_3 = [-7.72160884e-01 -2.27839116e-01 2.22044605e-16 -1.81685630e-01]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1579392685698547 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: *** End PropulsionScenario execution (time: 0:00:00.023260) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start AerodynamicsScenario execution ***
INFO - 13:57:00: AerodynamicsScenario
INFO - 13:57:00: Disciplines: SobieskiAerodynamics
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_24(x_2)
INFO - 13:57:00: with respect to x_2
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_2(x_2) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 812.22 it/sec, obj=-7.95]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -7.9511354809083645
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_2 = -0.0037331650021044105
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End AerodynamicsScenario execution (time: 0:00:00.015833) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start StructureScenario execution ***
INFO - 13:57:00: StructureScenario
INFO - 13:57:00: Disciplines: SobieskiStructure
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_11(x_1)
INFO - 13:57:00: with respect to x_1
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_1(x_1) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 522.33 it/sec, obj=-.555]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -0.554833567982586
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_1 = [-0.00776871 -0.0258728 -0.03841472 -0.04705664 -0.05328323 -0.13650959
INFO - 13:57:00: -0.10349041]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End StructureScenario execution (time: 0:00:00.018932) ***
INFO - 13:57:00: ... 82%|████████▏ | 41/50 [00:10<00:02, 3.99 it/sec, obj=-3.82e+3]
INFO - 13:57:00:
INFO - 13:57:00: *** Start PropulsionScenario execution ***
INFO - 13:57:00: PropulsionScenario
INFO - 13:57:00: Disciplines: SobieskiPropulsion
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize y_34(x_3)
INFO - 13:57:00: with respect to x_3
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_3(x_3) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1579392685698547 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 1433.46 it/sec, obj=0.938]
INFO - 13:57:00:
INFO - 13:57:00: ... 7%|▋ | 2/30 [00:00<00:00, 410.78 it/sec, obj=0.938]
INFO - 13:57:00:
INFO - 13:57:00: ... 10%|█ | 3/30 [00:00<00:00, 388.99 it/sec, obj=0.938]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 6
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: 0.9376624768675578
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_3 = [-0.75611629 -0.24388371 0. -0.18125886]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1588805954624796 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: *** End PropulsionScenario execution (time: 0:00:00.022165) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start AerodynamicsScenario execution ***
INFO - 13:57:00: AerodynamicsScenario
INFO - 13:57:00: Disciplines: SobieskiAerodynamics
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_24(x_2)
INFO - 13:57:00: with respect to x_2
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_2(x_2) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 766.08 it/sec, obj=-7.85]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -7.852785222918176
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_2 = -0.0003768219183206689
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End AerodynamicsScenario execution (time: 0:00:00.016146) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start StructureScenario execution ***
INFO - 13:57:00: StructureScenario
INFO - 13:57:00: Disciplines: SobieskiStructure
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_11(x_1)
INFO - 13:57:00: with respect to x_1
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_1(x_1) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 522.65 it/sec, obj=-.555]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -0.5545115890094884
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_1 = [-0.01764118 -0.03314108 -0.04412342 -0.05174719 -0.05726069 -0.13623764
INFO - 13:57:00: -0.10376236]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End StructureScenario execution (time: 0:00:00.019066) ***
INFO - 13:57:00: ... 84%|████████▍ | 42/50 [00:10<00:01, 4.01 it/sec, obj=-3.76e+3]
INFO - 13:57:00:
INFO - 13:57:00: *** Start PropulsionScenario execution ***
INFO - 13:57:00: PropulsionScenario
INFO - 13:57:00: Disciplines: SobieskiPropulsion
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize y_34(x_3)
INFO - 13:57:00: with respect to x_3
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_3(x_3) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1588805954624796 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 1508.20 it/sec, obj=0.932]
INFO - 13:57:00:
INFO - 13:57:00: ... 7%|▋ | 2/30 [00:00<00:00, 425.00 it/sec, obj=0.932]
INFO - 13:57:00:
INFO - 13:57:00: ... 10%|█ | 3/30 [00:00<00:00, 473.88 it/sec, obj=0.932]
INFO - 13:57:00:
INFO - 13:57:00: ... 13%|█▎ | 4/30 [00:00<00:00, 409.99 it/sec, obj=0.932]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 5
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: 0.932488330257101
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_3 = [-7.73007069e-01 -2.26992931e-01 2.22044605e-16 -1.82177287e-01]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1580000246965202 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: *** End PropulsionScenario execution (time: 0:00:00.025306) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start AerodynamicsScenario execution ***
INFO - 13:57:00: AerodynamicsScenario
INFO - 13:57:00: Disciplines: SobieskiAerodynamics
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_24(x_2)
INFO - 13:57:00: with respect to x_2
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_2(x_2) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 785.60 it/sec, obj=-7.94]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -7.944372282113485
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_2 = -0.0031019884222518446
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End AerodynamicsScenario execution (time: 0:00:00.016705) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start StructureScenario execution ***
INFO - 13:57:00: StructureScenario
INFO - 13:57:00: Disciplines: SobieskiStructure
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_11(x_1)
INFO - 13:57:00: with respect to x_1
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_1(x_1) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 497.13 it/sec, obj=-.554]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -0.5543048894758802
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_1 = [-0.01006396 -0.02761364 -0.03979936 -0.04820227 -0.05425899 -0.13587618
INFO - 13:57:00: -0.10412382]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End StructureScenario execution (time: 0:00:00.019326) ***
INFO - 13:57:00: ... 86%|████████▌ | 43/50 [00:10<00:01, 4.03 it/sec, obj=-3.82e+3]
WARNING - 13:57:00: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513364e-14 is still above the tolerance 1e-14.
INFO - 13:57:00:
INFO - 13:57:00: *** Start PropulsionScenario execution ***
INFO - 13:57:00: PropulsionScenario
INFO - 13:57:00: Disciplines: SobieskiPropulsion
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize y_34(x_3)
INFO - 13:57:00: with respect to x_3
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_3(x_3) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1580000246965202 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 1524.09 it/sec, obj=0.938]
INFO - 13:57:00:
INFO - 13:57:00: ... 7%|▋ | 2/30 [00:00<00:00, 424.29 it/sec, obj=0.938]
INFO - 13:57:00:
INFO - 13:57:00: ... 10%|█ | 3/30 [00:00<00:00, 395.79 it/sec, obj=0.938]
INFO - 13:57:00:
INFO - 13:57:00: ... 13%|█▎ | 4/30 [00:00<00:00, 368.12 it/sec, obj=0.938]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: None
INFO - 13:57:00: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 6
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: 0.9375190104012968
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_3 = [-7.56574152e-01 -2.43425848e-01 -2.22044605e-16 -1.81170652e-01]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: | x_3 | 0.1 | 0.1587539902922646 | 1 | float |
INFO - 13:57:00: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:00: *** End PropulsionScenario execution (time: 0:00:00.023343) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start AerodynamicsScenario execution ***
INFO - 13:57:00: AerodynamicsScenario
INFO - 13:57:00: Disciplines: SobieskiAerodynamics
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_24(x_2)
INFO - 13:57:00: with respect to x_2
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_2(x_2) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 828.42 it/sec, obj=-7.83]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -7.827008737426003
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_2 = -0.004948796770851693
INFO - 13:57:00: Design space:
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End AerodynamicsScenario execution (time: 0:00:00.015733) ***
INFO - 13:57:00:
INFO - 13:57:00: *** Start StructureScenario execution ***
INFO - 13:57:00: StructureScenario
INFO - 13:57:00: Disciplines: SobieskiStructure
INFO - 13:57:00: MDO formulation: DisciplinaryOpt
INFO - 13:57:00: Optimization problem:
INFO - 13:57:00: minimize -y_11(x_1)
INFO - 13:57:00: with respect to x_1
INFO - 13:57:00: subject to constraints:
INFO - 13:57:00: g_1(x_1) <= 0.0
INFO - 13:57:00: over the design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:00:
INFO - 13:57:00: ... 3%|▎ | 1/30 [00:00<00:00, 494.03 it/sec, obj=-.552]
INFO - 13:57:00:
INFO - 13:57:00:
INFO - 13:57:00: Optimization result:
INFO - 13:57:00: Optimizer info:
INFO - 13:57:00: Status: 8
INFO - 13:57:00: Message: Positive directional derivative for linesearch
INFO - 13:57:00: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:00: Solution:
INFO - 13:57:00: The solution is feasible.
INFO - 13:57:00: Objective: -0.5518028641153804
INFO - 13:57:00: Standardized constraints:
INFO - 13:57:00: g_1 = [-0.00377332 -0.02285532 -0.0360189 -0.04507628 -0.05159755 -0.13725507
INFO - 13:57:00: -0.10274493]
INFO - 13:57:00: Design space:
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:00: +--------+-------------+-------+-------------+-------+
INFO - 13:57:00: *** End StructureScenario execution (time: 0:00:00.019579) ***
INFO - 13:57:00: ... 88%|████████▊ | 44/50 [00:10<00:01, 4.04 it/sec, obj=-3.73e+3]
INFO - 13:57:01:
INFO - 13:57:01: *** Start PropulsionScenario execution ***
INFO - 13:57:01: PropulsionScenario
INFO - 13:57:01: Disciplines: SobieskiPropulsion
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize y_34(x_3)
INFO - 13:57:01: with respect to x_3
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_3(x_3) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1587539902922646 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 900.07 it/sec, obj=0.95]
INFO - 13:57:01:
INFO - 13:57:01: ... 7%|▋ | 2/30 [00:00<00:00, 388.69 it/sec, obj=0.947]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 5
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: 0.9474121500251969
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_3 = [-7.57338041e-01 -2.42661959e-01 -3.33066907e-16 -1.83014472e-01]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1641080301375049 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: *** End PropulsionScenario execution (time: 0:00:00.020326) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start AerodynamicsScenario execution ***
INFO - 13:57:01: AerodynamicsScenario
INFO - 13:57:01: Disciplines: SobieskiAerodynamics
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_24(x_2)
INFO - 13:57:01: with respect to x_2
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_2(x_2) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 764.69 it/sec, obj=-7.66]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -7.657702112646119
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_2 = -0.0006282733209923563
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End AerodynamicsScenario execution (time: 0:00:00.016052) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start StructureScenario execution ***
INFO - 13:57:01: StructureScenario
INFO - 13:57:01: Disciplines: SobieskiStructure
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_11(x_1)
INFO - 13:57:01: with respect to x_1
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_1(x_1) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 449.45 it/sec, obj=-.563]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -0.5627287398683108
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_1 = [-0.01611941 -0.03194119 -0.04315399 -0.05093828 -0.05656806 -0.13726066
INFO - 13:57:01: -0.10273934]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End StructureScenario execution (time: 0:00:00.019788) ***
INFO - 13:57:01: ... 90%|█████████ | 45/50 [00:11<00:01, 4.04 it/sec, obj=-3.63e+3]
INFO - 13:57:01:
INFO - 13:57:01: *** Start PropulsionScenario execution ***
INFO - 13:57:01: PropulsionScenario
INFO - 13:57:01: Disciplines: SobieskiPropulsion
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize y_34(x_3)
INFO - 13:57:01: with respect to x_3
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_3(x_3) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1641080301375049 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 1261.44 it/sec, obj=0.936]
INFO - 13:57:01:
INFO - 13:57:01: ... 7%|▋ | 2/30 [00:00<00:00, 404.80 it/sec, obj=0.938]
INFO - 13:57:01:
INFO - 13:57:01: ... 10%|█ | 3/30 [00:00<00:00, 463.99 it/sec, obj=0.936]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 5
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: 0.9383187121830973
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_3 = [-0.75282486 -0.24717514 0. -0.18101856]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1588840666164989 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: *** End PropulsionScenario execution (time: 0:00:00.022737) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start AerodynamicsScenario execution ***
INFO - 13:57:01: AerodynamicsScenario
INFO - 13:57:01: Disciplines: SobieskiAerodynamics
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_24(x_2)
INFO - 13:57:01: with respect to x_2
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_2(x_2) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 760.25 it/sec, obj=-7.77]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -7.769375748611215
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_2 = -0.0007057452754493099
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End AerodynamicsScenario execution (time: 0:00:00.016173) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start StructureScenario execution ***
INFO - 13:57:01: StructureScenario
INFO - 13:57:01: Disciplines: SobieskiStructure
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_11(x_1)
INFO - 13:57:01: with respect to x_1
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_1(x_1) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 492.46 it/sec, obj=-.553]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -0.5531086813910884
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_1 = [-0.01617366 -0.03201621 -0.04322482 -0.05100193 -0.05662499 -0.13688411
INFO - 13:57:01: -0.10311589]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End StructureScenario execution (time: 0:00:00.019547) ***
INFO - 13:57:01: ... 92%|█████████▏| 46/50 [00:11<00:00, 4.06 it/sec, obj=-3.75e+3]
WARNING - 13:57:01: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513364e-14 is still above the tolerance 1e-14.
INFO - 13:57:01:
INFO - 13:57:01: *** Start PropulsionScenario execution ***
INFO - 13:57:01: PropulsionScenario
INFO - 13:57:01: Disciplines: SobieskiPropulsion
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize y_34(x_3)
INFO - 13:57:01: with respect to x_3
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_3(x_3) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1588840666164989 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 1421.32 it/sec, obj=0.931]
INFO - 13:57:01:
INFO - 13:57:01: ... 7%|▋ | 2/30 [00:00<00:00, 413.72 it/sec, obj=0.932]
INFO - 13:57:01:
INFO - 13:57:01: ... 10%|█ | 3/30 [00:00<00:00, 465.21 it/sec, obj=0.931]
INFO - 13:57:01:
INFO - 13:57:01: ... 13%|█▎ | 4/30 [00:00<00:00, 404.14 it/sec, obj=0.932]
INFO - 13:57:01:
INFO - 13:57:01: ... 17%|█▋ | 5/30 [00:00<00:00, 375.41 it/sec, obj=0.932]
INFO - 13:57:01:
INFO - 13:57:01: ... 20%|██ | 6/30 [00:00<00:00, 358.23 it/sec, obj=0.932]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: None
INFO - 13:57:01: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 9
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: 0.9315700458978554
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_3 = [-7.73716032e-01 -2.26283968e-01 6.66133815e-16 -1.82197151e-01]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1577214810168453 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: *** End PropulsionScenario execution (time: 0:00:00.029964) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start AerodynamicsScenario execution ***
INFO - 13:57:01: AerodynamicsScenario
INFO - 13:57:01: Disciplines: SobieskiAerodynamics
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_24(x_2)
INFO - 13:57:01: with respect to x_2
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_2(x_2) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 787.96 it/sec, obj=-7.95]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -7.949571790627525
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_2 = -0.0044650923747695526
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End AerodynamicsScenario execution (time: 0:00:00.016501) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start StructureScenario execution ***
INFO - 13:57:01: StructureScenario
INFO - 13:57:01: Disciplines: SobieskiStructure
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_11(x_1)
INFO - 13:57:01: with respect to x_1
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_1(x_1) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 480.56 it/sec, obj=-.551]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -0.5510242829877688
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_1 = [-0.00633492 -0.02482829 -0.0375981 -0.04638738 -0.05271665 -0.13585043
INFO - 13:57:01: -0.10414957]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End StructureScenario execution (time: 0:00:00.019590) ***
INFO - 13:57:01: ... 94%|█████████▍| 47/50 [00:11<00:00, 4.06 it/sec, obj=-3.8e+3]
INFO - 13:57:01:
INFO - 13:57:01: *** Start PropulsionScenario execution ***
INFO - 13:57:01: PropulsionScenario
INFO - 13:57:01: Disciplines: SobieskiPropulsion
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize y_34(x_3)
INFO - 13:57:01: with respect to x_3
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_3(x_3) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1577214810168453 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 1449.31 it/sec, obj=0.934]
INFO - 13:57:01:
INFO - 13:57:01: ... 7%|▋ | 2/30 [00:00<00:00, 415.46 it/sec, obj=0.934]
INFO - 13:57:01:
INFO - 13:57:01: ... 10%|█ | 3/30 [00:00<00:00, 386.74 it/sec, obj=0.934]
INFO - 13:57:01:
INFO - 13:57:01: ... 13%|█▎ | 4/30 [00:00<00:00, 402.88 it/sec, obj=0.934]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: None
INFO - 13:57:01: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 5
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: 0.9339909173037028
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_3 = [-7.61694009e-01 -2.38305991e-01 1.11022302e-15 -1.81623669e-01]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+-------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.157998360907212 | 1 | float |
INFO - 13:57:01: +------+-------------+-------------------+-------------+-------+
INFO - 13:57:01: *** End PropulsionScenario execution (time: 0:00:00.022273) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start AerodynamicsScenario execution ***
INFO - 13:57:01: AerodynamicsScenario
INFO - 13:57:01: Disciplines: SobieskiAerodynamics
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_24(x_2)
INFO - 13:57:01: with respect to x_2
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_2(x_2) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 748.85 it/sec, obj=-7.89]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -7.894868215084619
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_2 = -0.0031867630919635292
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End AerodynamicsScenario execution (time: 0:00:00.016589) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start StructureScenario execution ***
INFO - 13:57:01: StructureScenario
INFO - 13:57:01: Disciplines: SobieskiStructure
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_11(x_1)
INFO - 13:57:01: with respect to x_1
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_1(x_1) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 420.73 it/sec, obj=-.551]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -0.5507487359954952
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_1 = [-0.00912171 -0.0268662 -0.03919405 -0.04769655 -0.05382563 -0.13671561
INFO - 13:57:01: -0.10328439]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End StructureScenario execution (time: 0:00:00.020968) ***
INFO - 13:57:01: ... 96%|█████████▌| 48/50 [00:11<00:00, 4.09 it/sec, obj=-3.77e+3]
INFO - 13:57:01:
INFO - 13:57:01: *** Start PropulsionScenario execution ***
INFO - 13:57:01: PropulsionScenario
INFO - 13:57:01: Disciplines: SobieskiPropulsion
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize y_34(x_3)
INFO - 13:57:01: with respect to x_3
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_3(x_3) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+-------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.157998360907212 | 1 | float |
INFO - 13:57:01: +------+-------------+-------------------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 1002.70 it/sec, obj=0.936]
INFO - 13:57:01:
INFO - 13:57:01: ... 7%|▋ | 2/30 [00:00<00:00, 379.75 it/sec, obj=0.935]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 3
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: 0.9353982755957535
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_3 = [-0.75502701 -0.24497299 0. -0.18159783]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: | x_3 | 0.1 | 0.1584345342383115 | 1 | float |
INFO - 13:57:01: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:01: *** End PropulsionScenario execution (time: 0:00:00.019841) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start AerodynamicsScenario execution ***
INFO - 13:57:01: AerodynamicsScenario
INFO - 13:57:01: Disciplines: SobieskiAerodynamics
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_24(x_2)
INFO - 13:57:01: with respect to x_2
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_2(x_2) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 793.77 it/sec, obj=-7.87]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -7.868845320485208
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_2 = -0.0002083814073530199
INFO - 13:57:01: Design space:
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End AerodynamicsScenario execution (time: 0:00:00.017064) ***
INFO - 13:57:01:
INFO - 13:57:01: *** Start StructureScenario execution ***
INFO - 13:57:01: StructureScenario
INFO - 13:57:01: Disciplines: SobieskiStructure
INFO - 13:57:01: MDO formulation: DisciplinaryOpt
INFO - 13:57:01: Optimization problem:
INFO - 13:57:01: minimize -y_11(x_1)
INFO - 13:57:01: with respect to x_1
INFO - 13:57:01: subject to constraints:
INFO - 13:57:01: g_1(x_1) <= 0.0
INFO - 13:57:01: over the design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:01:
INFO - 13:57:01: ... 3%|▎ | 1/30 [00:00<00:00, 506.93 it/sec, obj=-.551]
INFO - 13:57:01:
INFO - 13:57:01:
INFO - 13:57:01: Optimization result:
INFO - 13:57:01: Optimizer info:
INFO - 13:57:01: Status: 8
INFO - 13:57:01: Message: Positive directional derivative for linesearch
INFO - 13:57:01: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:01: Solution:
INFO - 13:57:01: The solution is feasible.
INFO - 13:57:01: Objective: -0.5509792070509785
INFO - 13:57:01: Standardized constraints:
INFO - 13:57:01: g_1 = [-0.01843599 -0.03375531 -0.04461573 -0.05215622 -0.05760998 -0.13584555
INFO - 13:57:01: -0.10415445]
INFO - 13:57:01: Design space:
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:01: +--------+-------------+-------+-------------+-------+
INFO - 13:57:01: *** End StructureScenario execution (time: 0:00:00.020041) ***
WARNING - 13:57:01: MDAJacobi has reached its maximum number of iterations but the normed residual 5.3741673231224435e-14 is still above the tolerance 1e-14.
INFO - 13:57:01: ... 98%|█████████▊| 49/50 [00:11<00:00, 4.09 it/sec, obj=-3.75e+3]
INFO - 13:57:02:
INFO - 13:57:02: *** Start PropulsionScenario execution ***
INFO - 13:57:02: PropulsionScenario
INFO - 13:57:02: Disciplines: SobieskiPropulsion
INFO - 13:57:02: MDO formulation: DisciplinaryOpt
INFO - 13:57:02: Optimization problem:
INFO - 13:57:02: minimize y_34(x_3)
INFO - 13:57:02: with respect to x_3
INFO - 13:57:02: subject to constraints:
INFO - 13:57:02: g_3(x_3) <= 0.0
INFO - 13:57:02: over the design space:
INFO - 13:57:02: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:02: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:02: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:02: | x_3 | 0.1 | 0.1584345342383115 | 1 | float |
INFO - 13:57:02: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:02: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:02:
INFO - 13:57:02: ... 3%|▎ | 1/30 [00:00<00:00, 843.25 it/sec, obj=0.926]
INFO - 13:57:02:
INFO - 13:57:02: ... 7%|▋ | 2/30 [00:00<00:00, 378.86 it/sec, obj=0.927]
INFO - 13:57:02:
INFO - 13:57:02: ... 10%|█ | 3/30 [00:00<00:00, 438.35 it/sec, obj=0.927]
INFO - 13:57:02:
INFO - 13:57:02:
INFO - 13:57:02: Optimization result:
INFO - 13:57:02: Optimizer info:
INFO - 13:57:02: Status: 8
INFO - 13:57:02: Message: Positive directional derivative for linesearch
INFO - 13:57:02: Number of calls to the objective function by the optimizer: 5
INFO - 13:57:02: Solution:
INFO - 13:57:02: The solution is feasible.
INFO - 13:57:02: Objective: 0.9272317257344432
INFO - 13:57:02: Standardized constraints:
INFO - 13:57:02: g_3 = [-7.69242676e-01 -2.30757324e-01 2.22044605e-16 -1.82782840e-01]
INFO - 13:57:02: Design space:
INFO - 13:57:02: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:02: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:02: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:02: | x_3 | 0.1 | 0.1568585249239662 | 1 | float |
INFO - 13:57:02: +------+-------------+--------------------+-------------+-------+
INFO - 13:57:02: *** End PropulsionScenario execution (time: 0:00:00.023196) ***
INFO - 13:57:02:
INFO - 13:57:02: *** Start AerodynamicsScenario execution ***
INFO - 13:57:02: AerodynamicsScenario
INFO - 13:57:02: Disciplines: SobieskiAerodynamics
INFO - 13:57:02: MDO formulation: DisciplinaryOpt
INFO - 13:57:02: Optimization problem:
INFO - 13:57:02: minimize -y_24(x_2)
INFO - 13:57:02: with respect to x_2
INFO - 13:57:02: subject to constraints:
INFO - 13:57:02: g_2(x_2) <= 0.0
INFO - 13:57:02: over the design space:
INFO - 13:57:02: +------+-------------+-------+-------------+-------+
INFO - 13:57:02: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:02: +------+-------------+-------+-------------+-------+
INFO - 13:57:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:02: +------+-------------+-------+-------------+-------+
INFO - 13:57:02: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:02:
INFO - 13:57:02: ... 3%|▎ | 1/30 [00:00<00:00, 800.13 it/sec, obj=-7.99]
INFO - 13:57:02:
INFO - 13:57:02:
INFO - 13:57:02: Optimization result:
INFO - 13:57:02: Optimizer info:
INFO - 13:57:02: Status: 8
INFO - 13:57:02: Message: Positive directional derivative for linesearch
INFO - 13:57:02: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:02: Solution:
INFO - 13:57:02: The solution is feasible.
INFO - 13:57:02: Objective: -7.989605929098186
INFO - 13:57:02: Standardized constraints:
INFO - 13:57:02: g_2 = -0.002186762090865324
INFO - 13:57:02: Design space:
INFO - 13:57:02: +------+-------------+-------+-------------+-------+
INFO - 13:57:02: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:02: +------+-------------+-------+-------------+-------+
INFO - 13:57:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:02: +------+-------------+-------+-------------+-------+
INFO - 13:57:02: *** End AerodynamicsScenario execution (time: 0:00:00.016014) ***
INFO - 13:57:02:
INFO - 13:57:02: *** Start StructureScenario execution ***
INFO - 13:57:02: StructureScenario
INFO - 13:57:02: Disciplines: SobieskiStructure
INFO - 13:57:02: MDO formulation: DisciplinaryOpt
INFO - 13:57:02: Optimization problem:
INFO - 13:57:02: minimize -y_11(x_1)
INFO - 13:57:02: with respect to x_1
INFO - 13:57:02: subject to constraints:
INFO - 13:57:02: g_1(x_1) <= 0.0
INFO - 13:57:02: over the design space:
INFO - 13:57:02: +--------+-------------+-------+-------------+-------+
INFO - 13:57:02: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:02: +--------+-------------+-------+-------------+-------+
INFO - 13:57:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:02: +--------+-------------+-------+-------------+-------+
INFO - 13:57:02: Solving optimization problem with algorithm SLSQP:
INFO - 13:57:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 13:57:02:
INFO - 13:57:02: ... 3%|▎ | 1/30 [00:00<00:00, 487.88 it/sec, obj=-.557]
INFO - 13:57:02:
INFO - 13:57:02:
INFO - 13:57:02: Optimization result:
INFO - 13:57:02: Optimizer info:
INFO - 13:57:02: Status: 8
INFO - 13:57:02: Message: Positive directional derivative for linesearch
INFO - 13:57:02: Number of calls to the objective function by the optimizer: 2
INFO - 13:57:02: Solution:
INFO - 13:57:02: The solution is feasible.
INFO - 13:57:02: Objective: -0.5565145141710673
INFO - 13:57:02: Standardized constraints:
INFO - 13:57:02: g_1 = [-0.0119226 -0.02892658 -0.04081176 -0.04902548 -0.05495238 -0.13677359
INFO - 13:57:02: -0.10322641]
INFO - 13:57:02: Design space:
INFO - 13:57:02: +--------+-------------+-------+-------------+-------+
INFO - 13:57:02: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:02: +--------+-------------+-------+-------------+-------+
INFO - 13:57:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 13:57:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 13:57:02: +--------+-------------+-------+-------------+-------+
INFO - 13:57:02: *** End StructureScenario execution (time: 0:00:00.019668) ***
INFO - 13:57:02: ... 100%|██████████| 50/50 [00:12<00:00, 4.11 it/sec, obj=-3.87e+3]
INFO - 13:57:02: Optimization result:
INFO - 13:57:02: Optimizer info:
INFO - 13:57:02: Status: None
INFO - 13:57:02: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 13:57:02: Number of calls to the objective function by the optimizer: 52
INFO - 13:57:02: Solution:
INFO - 13:57:02: The solution is feasible.
INFO - 13:57:02: Objective: -3963.3800122701787
INFO - 13:57:02: Standardized constraints:
INFO - 13:57:02: g_1_g_2_g_3 = [-1.80509341e-02 -3.33391490e-02 -4.42438091e-02 -5.18299820e-02
INFO - 13:57:02: -5.73221710e-02 -1.37208650e-01 -1.02791350e-01 0.00000000e+00
INFO - 13:57:02: -7.67186463e-01 -2.32813537e-01 2.22044605e-16 -1.83255000e-01]
INFO - 13:57:02: Design space:
INFO - 13:57:02: +-------------+-------------+---------------------+-------------+-------+
INFO - 13:57:02: | name | lower_bound | value | upper_bound | type |
INFO - 13:57:02: +-------------+-------------+---------------------+-------------+-------+
INFO - 13:57:02: | x_shared[0] | 0.01 | 0.05999999999999998 | 0.09 | float |
INFO - 13:57:02: | x_shared[1] | 30000 | 60000 | 60000 | float |
INFO - 13:57:02: | x_shared[2] | 1.4 | 1.4 | 1.8 | float |
INFO - 13:57:02: | x_shared[3] | 2.5 | 2.5 | 8.5 | float |
INFO - 13:57:02: | x_shared[4] | 40 | 70 | 70 | float |
INFO - 13:57:02: | x_shared[5] | 500 | 1500 | 1500 | float |
INFO - 13:57:02: +-------------+-------------+---------------------+-------------+-------+
INFO - 13:57:02: *** End MDOScenario execution (time: 0:00:12.177606) ***
{'max_iter': 50, 'algo_options': {'xtol_rel': 1e-07, 'xtol_abs': 1e-07, 'ftol_rel': 1e-07, 'ftol_abs': 1e-07, 'ineq_tolerance': 0.0001}, 'algo': 'NLOPT_COBYLA'}
Plot the history of the MDA residuals¶
For the first MDA:
system_scenario.formulation.mda1.plot_residual_history(save=False, show=True)
# For the second MDA:
system_scenario.formulation.mda2.plot_residual_history(save=False, show=True)
Plot the system optimization history view¶
system_scenario.post_process("OptHistoryView", save=False, show=True)
<gemseo.post.opt_history_view.OptHistoryView object at 0x7f94bc1fcf40>
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/develop/lib/python3.9/site-packages/gemseo/post/opt_history_view.py:611: 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: 1602 calls.
SobieskiAerodynamics: 1766 calls.
SobieskiMission: 50 calls.
SobieskiStructure: 1794 calls.
Total running time of the script: ( 0 minutes 17.031 seconds)