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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 - 08:23:50:
INFO - 08:23:50: *** Start MDOScenario execution ***
INFO - 08:23:50: MDOScenario
INFO - 08:23:50: Disciplines: AerodynamicsScenario PropulsionScenario SobieskiMission StructureScenario
INFO - 08:23:50: MDO formulation: BiLevel
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize -y_4(x_shared)
INFO - 08:23:50: with respect to x_shared
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_1_g_2_g_3(x_shared) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +-------------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +-------------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_shared[0] | 0.01 | 0.05 | 0.09 | float |
INFO - 08:23:50: | x_shared[1] | 30000 | 45000 | 60000 | float |
INFO - 08:23:50: | x_shared[2] | 1.4 | 1.6 | 1.8 | float |
INFO - 08:23:50: | x_shared[3] | 2.5 | 5.5 | 8.5 | float |
INFO - 08:23:50: | x_shared[4] | 40 | 55 | 70 | float |
INFO - 08:23:50: | x_shared[5] | 500 | 1000 | 1500 | float |
INFO - 08:23:50: +-------------+-------------+-------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm NLOPT_COBYLA:
INFO - 08:23:50: ... 0%| | 0/50 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: *** Start PropulsionScenario execution ***
INFO - 08:23:50: PropulsionScenario
INFO - 08:23:50: Disciplines: SobieskiPropulsion
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize y_34(x_3)
INFO - 08:23:50: with respect to x_3
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_3(x_3) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_3 | 0.1 | 0.5 | 1 | float |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 1224.97 it/sec, obj=1.11]
INFO - 08:23:50:
INFO - 08:23:50: ... 7%|▋ | 2/30 [00:00<00:00, 394.37 it/sec, obj=1.14]
INFO - 08:23:50:
INFO - 08:23:50: ... 10%|█ | 3/30 [00:00<00:00, 446.92 it/sec, obj=1.1]
INFO - 08:23:50:
INFO - 08:23:50: ... 13%|█▎ | 4/30 [00:00<00:00, 389.28 it/sec, obj=1.11]
INFO - 08:23:50:
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: 8
INFO - 08:23:50: Message: Positive directional derivative for linesearch
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 13
INFO - 08:23:50: Solution:
INFO - 08:23:50: The solution is feasible.
INFO - 08:23:50: Objective: 1.1087874739328383
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_3 = [-0.91571362 -0.08428638 0. -0.05794805]
INFO - 08:23:50: Design space:
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: *** End PropulsionScenario execution (time: 0:00:00.030401) ***
INFO - 08:23:50:
INFO - 08:23:50: *** Start AerodynamicsScenario execution ***
INFO - 08:23:50: AerodynamicsScenario
INFO - 08:23:50: Disciplines: SobieskiAerodynamics
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize -y_24(x_2)
INFO - 08:23:50: with respect to x_2
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_2(x_2) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_2 | 0.75 | 1 | 1.25 | float |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 729.06 it/sec, obj=-4.15]
INFO - 08:23:50:
INFO - 08:23:50: ... 7%|▋ | 2/30 [00:00<00:00, 350.33 it/sec, obj=-4.22]
INFO - 08:23:50:
INFO - 08:23:50: ... 10%|█ | 3/30 [00:00<00:00, 320.76 it/sec, obj=-4.28]
INFO - 08:23:50:
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: 8
INFO - 08:23:50: Message: Positive directional derivative for linesearch
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 4
INFO - 08:23:50: Solution:
INFO - 08:23:50: The solution is feasible.
INFO - 08:23:50: Objective: -4.283343558640357
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_2 = -0.040000000000000036
INFO - 08:23:50: Design space:
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: *** End AerodynamicsScenario execution (time: 0:00:00.023634) ***
INFO - 08:23:50:
INFO - 08:23:50: *** Start StructureScenario execution ***
INFO - 08:23:50: StructureScenario
INFO - 08:23:50: Disciplines: SobieskiStructure
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize -y_11(x_1)
INFO - 08:23:50: with respect to x_1
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_1(x_1) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +--------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +--------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_1[0] | 0.1 | 0.25 | 0.4 | float |
INFO - 08:23:50: | x_1[1] | 0.75 | 1 | 1.25 | float |
INFO - 08:23:50: +--------+-------------+-------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 299.66 it/sec, obj=-.152]
INFO - 08:23:50:
INFO - 08:23:50: ... 7%|▋ | 2/30 [00:00<00:00, 154.77 it/sec, obj=-.143]
INFO - 08:23:50:
INFO - 08:23:50: ... 10%|█ | 3/30 [00:00<00:00, 140.10 it/sec, obj=-.144]
INFO - 08:23:50:
INFO - 08:23:50: ... 13%|█▎ | 4/30 [00:00<00:00, 131.80 it/sec, obj=-.146]
INFO - 08:23:50:
INFO - 08:23:50: ... 17%|█▋ | 5/30 [00:00<00:00, 127.07 it/sec, obj=-.155]
INFO - 08:23:50:
INFO - 08:23:50: ... 20%|██ | 6/30 [00:00<00:00, 124.08 it/sec, obj=-.156]
INFO - 08:23:50:
INFO - 08:23:50: ... 23%|██▎ | 7/30 [00:00<00:00, 122.15 it/sec, obj=-.156]
INFO - 08:23:50:
INFO - 08:23:50: ... 27%|██▋ | 8/30 [00:00<00:00, 120.60 it/sec, obj=-.156]
INFO - 08:23:50:
INFO - 08:23:50: ... 30%|███ | 9/30 [00:00<00:00, 119.39 it/sec, obj=-.156]
INFO - 08:23:50:
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: None
INFO - 08:23:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 10
INFO - 08:23:50: Solution:
INFO - 08:23:50: The solution is feasible.
INFO - 08:23:50: Objective: -0.15631824062042746
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_1 = [ 3.99302813e-12 -2.99419226e-02 -4.49346629e-02 -5.39372764e-02
INFO - 08:23:50: -5.99419226e-02 -6.61963740e-02 -1.73803626e-01]
INFO - 08:23:50: Design space:
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 08:23:50: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: *** End StructureScenario execution (time: 0:00:00.088414) ***
INFO - 08:23:50: ... 2%|▏ | 1/50 [00:00<00:20, 2.43 it/sec, obj=-553]
INFO - 08:23:50:
INFO - 08:23:50: *** Start PropulsionScenario execution ***
INFO - 08:23:50: PropulsionScenario
INFO - 08:23:50: Disciplines: SobieskiPropulsion
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize y_34(x_3)
INFO - 08:23:50: with respect to x_3
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_3(x_3) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 1809.45 it/sec, obj=1.11]
INFO - 08:23:50:
INFO - 08:23:50: ... 7%|▋ | 2/30 [00:00<00:00, 433.99 it/sec, obj=1.11]
INFO - 08:23:50:
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: 8
INFO - 08:23:50: Message: Positive directional derivative for linesearch
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 12
INFO - 08:23:50: Solution:
INFO - 08:23:50: The solution is feasible.
INFO - 08:23:50: Objective: 1.1087874739328383
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_3 = [-0.75494685 -0.24505315 0. -0.05794805]
INFO - 08:23:50: Design space:
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: *** End PropulsionScenario execution (time: 0:00:00.022526) ***
INFO - 08:23:50:
INFO - 08:23:50: *** Start AerodynamicsScenario execution ***
INFO - 08:23:50: AerodynamicsScenario
INFO - 08:23:50: Disciplines: SobieskiAerodynamics
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize -y_24(x_2)
INFO - 08:23:50: with respect to x_2
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_2(x_2) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 844.09 it/sec, obj=-3.46]
INFO - 08:23:50:
WARNING - 08:23:50: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: 8
INFO - 08:23:50: Message: Positive directional derivative for linesearch
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:50: Solution:
WARNING - 08:23:50: The solution is not feasible.
INFO - 08:23:50: Objective: -3.456006478817154
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_2 = 0.010000000000000009
INFO - 08:23:50: Design space:
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: *** End AerodynamicsScenario execution (time: 0:00:00.015014) ***
INFO - 08:23:50:
INFO - 08:23:50: *** Start StructureScenario execution ***
INFO - 08:23:50: StructureScenario
INFO - 08:23:50: Disciplines: SobieskiStructure
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize -y_11(x_1)
INFO - 08:23:50: with respect to x_1
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_1(x_1) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 08:23:50: | x_1[1] | 0.75 | 0.9857121415472604 | 1.25 | float |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 323.78 it/sec, obj=-.193]
INFO - 08:23:50:
INFO - 08:23:50: ... 7%|▋ | 2/30 [00:00<00:00, 160.39 it/sec, obj=-.212]
INFO - 08:23:50:
INFO - 08:23:50: ... 10%|█ | 3/30 [00:00<00:00, 143.12 it/sec, obj=-.285]
INFO - 08:23:50:
INFO - 08:23:50: ... 13%|█▎ | 4/30 [00:00<00:00, 134.01 it/sec, obj=-.285]
INFO - 08:23:50:
INFO - 08:23:50: ... 17%|█▋ | 5/30 [00:00<00:00, 128.80 it/sec, obj=-.285]
INFO - 08:23:50:
INFO - 08:23:50: ... 20%|██ | 6/30 [00:00<00:00, 125.54 it/sec, obj=-.285]
INFO - 08:23:50:
INFO - 08:23:50: ... 23%|██▎ | 7/30 [00:00<00:00, 123.37 it/sec, obj=-.285]
INFO - 08:23:50:
INFO - 08:23:50: ... 27%|██▋ | 8/30 [00:00<00:00, 121.77 it/sec, obj=-.286]
INFO - 08:23:50:
INFO - 08:23:50: ... 30%|███ | 9/30 [00:00<00:00, 120.64 it/sec, obj=-.286]
INFO - 08:23:50:
INFO - 08:23:50: ... 33%|███▎ | 10/30 [00:00<00:00, 119.67 it/sec, obj=-.286]
INFO - 08:23:50:
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: None
INFO - 08:23:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 11
INFO - 08:23:50: Solution:
INFO - 08:23:50: The solution is feasible.
INFO - 08:23:50: Objective: -0.2861511006159976
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 08:23:50: -0.03354102]
INFO - 08:23:50: Design space:
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 08:23:50: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: *** End StructureScenario execution (time: 0:00:00.095886) ***
INFO - 08:23:50: ... 4%|▍ | 2/50 [00:00<00:17, 2.78 it/sec, obj=-574]
INFO - 08:23:50:
INFO - 08:23:50: *** Start PropulsionScenario execution ***
INFO - 08:23:50: PropulsionScenario
INFO - 08:23:50: Disciplines: SobieskiPropulsion
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize y_34(x_3)
INFO - 08:23:50: with respect to x_3
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_3(x_3) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 1885.93 it/sec, obj=1.1]
INFO - 08:23:50:
INFO - 08:23:50: ... 7%|▋ | 2/30 [00:00<00:00, 431.87 it/sec, obj=1.16]
INFO - 08:23:50:
INFO - 08:23:50: ... 10%|█ | 3/30 [00:00<00:00, 476.95 it/sec, obj=1.09]
INFO - 08:23:50:
INFO - 08:23:50: ... 13%|█▎ | 4/30 [00:00<00:00, 406.25 it/sec, obj=1.12]
INFO - 08:23:50:
INFO - 08:23:50: ... 17%|█▋ | 5/30 [00:00<00:00, 375.39 it/sec, obj=1.12]
INFO - 08:23:50:
INFO - 08:23:50: ... 20%|██ | 6/30 [00:00<00:00, 362.34 it/sec, obj=1.12]
INFO - 08:23:50:
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: None
INFO - 08:23:50: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 8
INFO - 08:23:50: Solution:
INFO - 08:23:50: The solution is feasible.
INFO - 08:23:50: Objective: 1.1169456193906955
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_3 = [-7.20996205e-01 -2.79003795e-01 -2.22044605e-16 -1.27460556e-01]
INFO - 08:23:50: Design space:
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 08:23:50: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: *** End PropulsionScenario execution (time: 0:00:00.028333) ***
INFO - 08:23:50:
INFO - 08:23:50: *** Start AerodynamicsScenario execution ***
INFO - 08:23:50: AerodynamicsScenario
INFO - 08:23:50: Disciplines: SobieskiAerodynamics
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize -y_24(x_2)
INFO - 08:23:50: with respect to x_2
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_2(x_2) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 838.19 it/sec, obj=-3.32]
INFO - 08:23:50:
WARNING - 08:23:50: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:50:
INFO - 08:23:50: Optimization result:
INFO - 08:23:50: Optimizer info:
INFO - 08:23:50: Status: 8
INFO - 08:23:50: Message: Positive directional derivative for linesearch
INFO - 08:23:50: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:50: Solution:
WARNING - 08:23:50: The solution is not feasible.
INFO - 08:23:50: Objective: -3.3171632100551673
INFO - 08:23:50: Standardized constraints:
INFO - 08:23:50: g_2 = 0.010000000000000009
INFO - 08:23:50: Design space:
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:50: +------+-------------+-------+-------------+-------+
INFO - 08:23:50: *** End AerodynamicsScenario execution (time: 0:00:00.020313) ***
INFO - 08:23:50:
INFO - 08:23:50: *** Start StructureScenario execution ***
INFO - 08:23:50: StructureScenario
INFO - 08:23:50: Disciplines: SobieskiStructure
INFO - 08:23:50: MDO formulation: DisciplinaryOpt
INFO - 08:23:50: Optimization problem:
INFO - 08:23:50: minimize -y_11(x_1)
INFO - 08:23:50: with respect to x_1
INFO - 08:23:50: subject to constraints:
INFO - 08:23:50: g_1(x_1) <= 0.0
INFO - 08:23:50: over the design space:
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: | x_1[0] | 0.1 | 0.3999999999999848 | 0.4 | float |
INFO - 08:23:50: | x_1[1] | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 08:23:50: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:50: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:50: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:50:
INFO - 08:23:50: ... 3%|▎ | 1/30 [00:00<00:00, 315.43 it/sec, obj=-.272]
INFO - 08:23:50:
INFO - 08:23:51: ... 7%|▋ | 2/30 [00:00<00:00, 159.97 it/sec, obj=-.272]
INFO - 08:23:51:
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: 8
INFO - 08:23:51: Message: Positive directional derivative for linesearch
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 3
INFO - 08:23:51: Solution:
INFO - 08:23:51: The solution is feasible.
INFO - 08:23:51: Objective: -0.2721681413246109
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 08:23:51: -0.03354102]
INFO - 08:23:51: Design space:
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: *** End StructureScenario execution (time: 0:00:00.029108) ***
INFO - 08:23:51: ... 6%|▌ | 3/50 [00:01<00:15, 3.00 it/sec, obj=-813]
INFO - 08:23:51:
INFO - 08:23:51: *** Start PropulsionScenario execution ***
INFO - 08:23:51: PropulsionScenario
INFO - 08:23:51: Disciplines: SobieskiPropulsion
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize y_34(x_3)
INFO - 08:23:51: with respect to x_3
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_3(x_3) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 1880.01 it/sec, obj=1.16]
INFO - 08:23:51:
INFO - 08:23:51: ... 7%|▋ | 2/30 [00:00<00:00, 434.71 it/sec, obj=1.14]
INFO - 08:23:51:
INFO - 08:23:51: ... 10%|█ | 3/30 [00:00<00:00, 393.63 it/sec, obj=1.14]
INFO - 08:23:51:
INFO - 08:23:51: ... 13%|█▎ | 4/30 [00:00<00:00, 411.15 it/sec, obj=1.14]
INFO - 08:23:51:
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: None
INFO - 08:23:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:51: Solution:
INFO - 08:23:51: The solution is feasible.
INFO - 08:23:51: Objective: 1.137722098693054
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_3 = [-7.10555843e-01 -2.89444157e-01 6.66133815e-16 -1.11370139e-01]
INFO - 08:23:51: Design space:
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: *** End PropulsionScenario execution (time: 0:00:00.021459) ***
INFO - 08:23:51:
INFO - 08:23:51: *** Start AerodynamicsScenario execution ***
INFO - 08:23:51: AerodynamicsScenario
INFO - 08:23:51: Disciplines: SobieskiAerodynamics
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize -y_24(x_2)
INFO - 08:23:51: with respect to x_2
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_2(x_2) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 850.25 it/sec, obj=-3.31]
INFO - 08:23:51:
WARNING - 08:23:51: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: 8
INFO - 08:23:51: Message: Positive directional derivative for linesearch
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:51: Solution:
WARNING - 08:23:51: The solution is not feasible.
INFO - 08:23:51: Objective: -3.3146292282019347
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_2 = 0.010000000000000009
INFO - 08:23:51: Design space:
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: *** End AerodynamicsScenario execution (time: 0:00:00.013860) ***
INFO - 08:23:51:
INFO - 08:23:51: *** Start StructureScenario execution ***
INFO - 08:23:51: StructureScenario
INFO - 08:23:51: Disciplines: SobieskiStructure
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize -y_11(x_1)
INFO - 08:23:51: with respect to x_1
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_1(x_1) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 309.04 it/sec, obj=-.274]
INFO - 08:23:51:
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: 8
INFO - 08:23:51: Message: Positive directional derivative for linesearch
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:51: Solution:
INFO - 08:23:51: The solution is feasible.
INFO - 08:23:51: Objective: -0.2737879545502587
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 08:23:51: -0.03354102]
INFO - 08:23:51: Design space:
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: *** End StructureScenario execution (time: 0:00:00.020659) ***
INFO - 08:23:51: ... 8%|▊ | 4/50 [00:01<00:14, 3.09 it/sec, obj=-751]
INFO - 08:23:51:
INFO - 08:23:51: *** Start PropulsionScenario execution ***
INFO - 08:23:51: PropulsionScenario
INFO - 08:23:51: Disciplines: SobieskiPropulsion
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize y_34(x_3)
INFO - 08:23:51: with respect to x_3
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_3(x_3) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 1668.38 it/sec, obj=1.1]
INFO - 08:23:51:
INFO - 08:23:51: ... 7%|▋ | 2/30 [00:00<00:00, 408.56 it/sec, obj=1.12]
INFO - 08:23:51:
INFO - 08:23:51: ... 10%|█ | 3/30 [00:00<00:00, 459.67 it/sec, obj=1.1]
INFO - 08:23:51:
INFO - 08:23:51: ... 13%|█▎ | 4/30 [00:00<00:00, 395.61 it/sec, obj=1.12]
INFO - 08:23:51:
INFO - 08:23:51: ... 17%|█▋ | 5/30 [00:00<00:00, 367.44 it/sec, obj=1.12]
INFO - 08:23:51:
INFO - 08:23:51: ... 20%|██ | 6/30 [00:00<00:00, 303.70 it/sec, obj=1.12]
INFO - 08:23:51:
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: None
INFO - 08:23:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 14
INFO - 08:23:51: Solution:
INFO - 08:23:51: The solution is feasible.
INFO - 08:23:51: Objective: 1.1169456193906955
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_3 = [-7.20597051e-01 -2.79402949e-01 2.22044605e-16 -1.27460556e-01]
INFO - 08:23:51: Design space:
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: *** End PropulsionScenario execution (time: 0:00:00.032034) ***
INFO - 08:23:51:
INFO - 08:23:51: *** Start AerodynamicsScenario execution ***
INFO - 08:23:51: AerodynamicsScenario
INFO - 08:23:51: Disciplines: SobieskiAerodynamics
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize -y_24(x_2)
INFO - 08:23:51: with respect to x_2
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_2(x_2) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 827.44 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 7%|▋ | 2/30 [00:00<00:00, 365.87 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 10%|█ | 3/30 [00:00<00:00, 415.15 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 13%|█▎ | 4/30 [00:00<00:00, 436.79 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 17%|█▋ | 5/30 [00:00<00:00, 452.29 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 20%|██ | 6/30 [00:00<00:00, 458.53 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 23%|██▎ | 7/30 [00:00<00:00, 467.10 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 27%|██▋ | 8/30 [00:00<00:00, 473.28 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 30%|███ | 9/30 [00:00<00:00, 478.84 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 33%|███▎ | 10/30 [00:00<00:00, 483.13 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 37%|███▋ | 11/30 [00:00<00:00, 388.50 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 40%|████ | 12/30 [00:00<00:00, 370.46 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 43%|████▎ | 13/30 [00:00<00:00, 379.04 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 47%|████▋ | 14/30 [00:00<00:00, 384.52 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 50%|█████ | 15/30 [00:00<00:00, 389.30 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 53%|█████▎ | 16/30 [00:00<00:00, 395.63 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 57%|█████▋ | 17/30 [00:00<00:00, 401.44 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 60%|██████ | 18/30 [00:00<00:00, 406.68 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 63%|██████▎ | 19/30 [00:00<00:00, 411.57 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 67%|██████▋ | 20/30 [00:00<00:00, 413.46 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 70%|███████ | 21/30 [00:00<00:00, 417.20 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 73%|███████▎ | 22/30 [00:00<00:00, 420.95 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 77%|███████▋ | 23/30 [00:00<00:00, 412.64 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 80%|████████ | 24/30 [00:00<00:00, 416.55 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 83%|████████▎ | 25/30 [00:00<00:00, 419.93 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 87%|████████▋ | 26/30 [00:00<00:00, 423.36 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 90%|█████████ | 27/30 [00:00<00:00, 426.45 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 93%|█████████▎| 28/30 [00:00<00:00, 428.24 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 97%|█████████▋| 29/30 [00:00<00:00, 431.04 it/sec, obj=-3.38]
INFO - 08:23:51:
INFO - 08:23:51: ... 100%|██████████| 30/30 [00:00<00:00, 427.69 it/sec, obj=-3.38]
INFO - 08:23:51:
WARNING - 08:23:51: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: None
INFO - 08:23:51: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 81
INFO - 08:23:51: Solution:
WARNING - 08:23:51: The solution is not feasible.
INFO - 08:23:51: Objective: -3.3833585466979232
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_2 = 0.010000000000000009
INFO - 08:23:51: Design space:
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: *** End AerodynamicsScenario execution (time: 0:00:00.082813) ***
INFO - 08:23:51:
INFO - 08:23:51: *** Start StructureScenario execution ***
INFO - 08:23:51: StructureScenario
INFO - 08:23:51: Disciplines: SobieskiStructure
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize -y_11(x_1)
INFO - 08:23:51: with respect to x_1
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_1(x_1) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:51: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +--------+-------------+-------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 320.05 it/sec, obj=-.256]
INFO - 08:23:51:
INFO - 08:23:51: ... 7%|▋ | 2/30 [00:00<00:00, 159.94 it/sec, obj=-.233]
INFO - 08:23:51:
INFO - 08:23:51: ... 10%|█ | 3/30 [00:00<00:00, 142.63 it/sec, obj=-.237]
INFO - 08:23:51:
INFO - 08:23:51: ... 13%|█▎ | 4/30 [00:00<00:00, 133.10 it/sec, obj=-.255]
INFO - 08:23:51:
INFO - 08:23:51: ... 17%|█▋ | 5/30 [00:00<00:00, 128.45 it/sec, obj=-.255]
INFO - 08:23:51:
INFO - 08:23:51: ... 20%|██ | 6/30 [00:00<00:00, 125.52 it/sec, obj=-.255]
INFO - 08:23:51:
INFO - 08:23:51: ... 23%|██▎ | 7/30 [00:00<00:00, 123.50 it/sec, obj=-.255]
INFO - 08:23:51:
INFO - 08:23:51: ... 27%|██▋ | 8/30 [00:00<00:00, 121.84 it/sec, obj=-.255]
INFO - 08:23:51:
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: None
INFO - 08:23:51: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 9
INFO - 08:23:51: Solution:
INFO - 08:23:51: The solution is feasible.
INFO - 08:23:51: Objective: -0.25541043890623544
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_1 = [-2.87847242e-02 -1.88000814e-02 -2.52039105e-02 -3.26929762e-02
INFO - 08:23:51: -3.92051733e-02 -2.40000000e-01 -8.00570721e-12]
INFO - 08:23:51: Design space:
INFO - 08:23:51: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 08:23:51: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 08:23:51: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: *** End StructureScenario execution (time: 0:00:00.077956) ***
INFO - 08:23:51: ... 10%|█ | 5/50 [00:01<00:15, 2.92 it/sec, obj=-734]
INFO - 08:23:51:
INFO - 08:23:51: *** Start PropulsionScenario execution ***
INFO - 08:23:51: PropulsionScenario
INFO - 08:23:51: Disciplines: SobieskiPropulsion
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize y_34(x_3)
INFO - 08:23:51: with respect to x_3
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_3(x_3) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 1864.96 it/sec, obj=1.12]
INFO - 08:23:51:
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: 8
INFO - 08:23:51: Message: Positive directional derivative for linesearch
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 17
INFO - 08:23:51: Solution:
INFO - 08:23:51: The solution is feasible.
INFO - 08:23:51: Objective: 1.1169456193906955
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_3 = [-8.42352689e-01 -1.57647311e-01 2.22044605e-16 -1.27460556e-01]
INFO - 08:23:51: Design space:
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 08:23:51: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: *** End PropulsionScenario execution (time: 0:00:00.021229) ***
INFO - 08:23:51:
INFO - 08:23:51: *** Start AerodynamicsScenario execution ***
INFO - 08:23:51: AerodynamicsScenario
INFO - 08:23:51: Disciplines: SobieskiAerodynamics
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize -y_24(x_2)
INFO - 08:23:51: with respect to x_2
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_2(x_2) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 1899.59 it/sec, obj=-4.01]
INFO - 08:23:51:
WARNING - 08:23:51: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:51:
INFO - 08:23:51: Optimization result:
INFO - 08:23:51: Optimizer info:
INFO - 08:23:51: Status: 8
INFO - 08:23:51: Message: Positive directional derivative for linesearch
INFO - 08:23:51: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:51: Solution:
WARNING - 08:23:51: The solution is not feasible.
INFO - 08:23:51: Objective: -4.010763549231421
INFO - 08:23:51: Standardized constraints:
INFO - 08:23:51: g_2 = 0.010000000000000009
INFO - 08:23:51: Design space:
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:51: +------+-------------+-------+-------------+-------+
INFO - 08:23:51: *** End AerodynamicsScenario execution (time: 0:00:00.014372) ***
INFO - 08:23:51:
INFO - 08:23:51: *** Start StructureScenario execution ***
INFO - 08:23:51: StructureScenario
INFO - 08:23:51: Disciplines: SobieskiStructure
INFO - 08:23:51: MDO formulation: DisciplinaryOpt
INFO - 08:23:51: Optimization problem:
INFO - 08:23:51: minimize -y_11(x_1)
INFO - 08:23:51: with respect to x_1
INFO - 08:23:51: subject to constraints:
INFO - 08:23:51: g_1(x_1) <= 0.0
INFO - 08:23:51: over the design space:
INFO - 08:23:51: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:51: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: | x_1[0] | 0.1 | 0.2842628772739993 | 0.4 | float |
INFO - 08:23:51: | x_1[1] | 0.75 | 0.7500000000000004 | 1.25 | float |
INFO - 08:23:51: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:51: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:51: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:51:
INFO - 08:23:51: ... 3%|▎ | 1/30 [00:00<00:00, 1820.44 it/sec, obj=-.297]
INFO - 08:23:51:
INFO - 08:23:51: ... 7%|▋ | 2/30 [00:00<00:00, 200.06 it/sec, obj=-.297]
INFO - 08:23:51:
INFO - 08:23:51: ... 10%|█ | 3/30 [00:00<00:00, 161.85 it/sec, obj=-.297]
INFO - 08:23:51:
INFO - 08:23:51: ... 13%|█▎ | 4/30 [00:00<00:00, 144.98 it/sec, obj=-.297]
INFO - 08:23:51:
INFO - 08:23:52: ... 17%|█▋ | 5/30 [00:00<00:00, 136.84 it/sec, obj=-.297]
INFO - 08:23:52:
INFO - 08:23:52: ... 20%|██ | 6/30 [00:00<00:00, 131.83 it/sec, obj=-.297]
INFO - 08:23:52:
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: 8
INFO - 08:23:52: Message: Positive directional derivative for linesearch
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:52: Solution:
INFO - 08:23:52: The solution is feasible.
INFO - 08:23:52: Objective: -0.29713711523465847
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 08:23:52: -0.03354102]
INFO - 08:23:52: Design space:
INFO - 08:23:52: +--------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +--------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +--------+-------------+-------+-------------+-------+
INFO - 08:23:52: *** End StructureScenario execution (time: 0:00:00.062867) ***
INFO - 08:23:52: ... 12%|█▏ | 6/50 [00:01<00:14, 3.03 it/sec, obj=-977]
INFO - 08:23:52:
INFO - 08:23:52: *** Start PropulsionScenario execution ***
INFO - 08:23:52: PropulsionScenario
INFO - 08:23:52: Disciplines: SobieskiPropulsion
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize y_34(x_3)
INFO - 08:23:52: with respect to x_3
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_3(x_3) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 1826.79 it/sec, obj=1.12]
INFO - 08:23:52:
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: 8
INFO - 08:23:52: Message: Positive directional derivative for linesearch
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 17
INFO - 08:23:52: Solution:
INFO - 08:23:52: The solution is feasible.
INFO - 08:23:52: Objective: 1.1169456193906955
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_3 = [-6.70083434e-01 -3.29916566e-01 2.22044605e-16 -1.27460556e-01]
INFO - 08:23:52: Design space:
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: *** End PropulsionScenario execution (time: 0:00:00.021284) ***
INFO - 08:23:52:
INFO - 08:23:52: *** Start AerodynamicsScenario execution ***
INFO - 08:23:52: AerodynamicsScenario
INFO - 08:23:52: Disciplines: SobieskiAerodynamics
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize -y_24(x_2)
INFO - 08:23:52: with respect to x_2
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_2(x_2) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 1911.72 it/sec, obj=-3.5]
INFO - 08:23:52:
WARNING - 08:23:52: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: 8
INFO - 08:23:52: Message: Positive directional derivative for linesearch
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:52: Solution:
WARNING - 08:23:52: The solution is not feasible.
INFO - 08:23:52: Objective: -3.4989599823565998
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_2 = 0.010000000000000009
INFO - 08:23:52: Design space:
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: *** End AerodynamicsScenario execution (time: 0:00:00.019438) ***
INFO - 08:23:52:
INFO - 08:23:52: *** Start StructureScenario execution ***
INFO - 08:23:52: StructureScenario
INFO - 08:23:52: Disciplines: SobieskiStructure
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize -y_11(x_1)
INFO - 08:23:52: with respect to x_1
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_1(x_1) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +--------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +--------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +--------+-------------+-------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 317.39 it/sec, obj=-.366]
INFO - 08:23:52:
INFO - 08:23:52: ... 7%|▋ | 2/30 [00:00<00:00, 159.46 it/sec, obj=-.342]
INFO - 08:23:52:
INFO - 08:23:52: ... 10%|█ | 3/30 [00:00<00:00, 140.07 it/sec, obj=-.365]
INFO - 08:23:52:
INFO - 08:23:52: ... 13%|█▎ | 4/30 [00:00<00:00, 131.39 it/sec, obj=-.365]
INFO - 08:23:52:
INFO - 08:23:52: ... 17%|█▋ | 5/30 [00:00<00:00, 126.19 it/sec, obj=-.365]
INFO - 08:23:52:
INFO - 08:23:52: ... 20%|██ | 6/30 [00:00<00:00, 123.53 it/sec, obj=-.365]
INFO - 08:23:52:
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: None
INFO - 08:23:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:52: Solution:
INFO - 08:23:52: The solution is feasible.
INFO - 08:23:52: Objective: -0.36496565666784275
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_1 = [-2.58485524e-02 -1.74692489e-02 -2.44407670e-02 -3.21952521e-02
INFO - 08:23:52: -3.88530648e-02 -2.40000000e-01 -9.75552972e-13]
INFO - 08:23:52: Design space:
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 08:23:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: *** End StructureScenario execution (time: 0:00:00.060427) ***
INFO - 08:23:52: ... 14%|█▍ | 7/50 [00:02<00:14, 3.02 it/sec, obj=-1.05e+3]
INFO - 08:23:52:
INFO - 08:23:52: *** Start PropulsionScenario execution ***
INFO - 08:23:52: PropulsionScenario
INFO - 08:23:52: Disciplines: SobieskiPropulsion
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize y_34(x_3)
INFO - 08:23:52: with respect to x_3
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_3(x_3) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 1884.23 it/sec, obj=1.04]
INFO - 08:23:52:
INFO - 08:23:52: ... 7%|▋ | 2/30 [00:00<00:00, 438.39 it/sec, obj=1.07]
INFO - 08:23:52:
INFO - 08:23:52: ... 10%|█ | 3/30 [00:00<00:00, 482.71 it/sec, obj=1.05]
INFO - 08:23:52:
INFO - 08:23:52: ... 13%|█▎ | 4/30 [00:00<00:00, 409.54 it/sec, obj=1.07]
INFO - 08:23:52:
INFO - 08:23:52: ... 17%|█▋ | 5/30 [00:00<00:00, 326.77 it/sec, obj=1.07]
INFO - 08:23:52:
INFO - 08:23:52: ... 20%|██ | 6/30 [00:00<00:00, 343.22 it/sec, obj=1.07]
INFO - 08:23:52:
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: None
INFO - 08:23:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 8
INFO - 08:23:52: Solution:
INFO - 08:23:52: The solution is feasible.
INFO - 08:23:52: Objective: 1.0733793462031596
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_3 = [-0.72171604 -0.27828396 0. -0.15721712]
INFO - 08:23:52: Design space:
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: *** End PropulsionScenario execution (time: 0:00:00.029493) ***
INFO - 08:23:52:
INFO - 08:23:52: *** Start AerodynamicsScenario execution ***
INFO - 08:23:52: AerodynamicsScenario
INFO - 08:23:52: Disciplines: SobieskiAerodynamics
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize -y_24(x_2)
INFO - 08:23:52: with respect to x_2
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_2(x_2) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 822.41 it/sec, obj=-4.65]
INFO - 08:23:52:
WARNING - 08:23:52: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: 8
INFO - 08:23:52: Message: Positive directional derivative for linesearch
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:52: Solution:
WARNING - 08:23:52: The solution is not feasible.
INFO - 08:23:52: Objective: -4.654696008207175
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_2 = 0.010000000000000009
INFO - 08:23:52: Design space:
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: *** End AerodynamicsScenario execution (time: 0:00:00.013894) ***
INFO - 08:23:52:
INFO - 08:23:52: *** Start StructureScenario execution ***
INFO - 08:23:52: StructureScenario
INFO - 08:23:52: Disciplines: SobieskiStructure
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize -y_11(x_1)
INFO - 08:23:52: with respect to x_1
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_1(x_1) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_1[0] | 0.1 | 0.3050815823000734 | 0.4 | float |
INFO - 08:23:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 318.40 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52: ... 7%|▋ | 2/30 [00:00<00:00, 159.63 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52: ... 10%|█ | 3/30 [00:00<00:00, 142.05 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52: ... 13%|█▎ | 4/30 [00:00<00:00, 133.23 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52: ... 17%|█▋ | 5/30 [00:00<00:00, 128.25 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52: ... 20%|██ | 6/30 [00:00<00:00, 124.80 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52: ... 23%|██▎ | 7/30 [00:00<00:00, 122.69 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52: ... 27%|██▋ | 8/30 [00:00<00:00, 121.31 it/sec, obj=-.394]
INFO - 08:23:52:
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: None
INFO - 08:23:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 9
INFO - 08:23:52: Solution:
INFO - 08:23:52: The solution is feasible.
INFO - 08:23:52: Objective: -0.3943234828131065
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_1 = [-2.18016988e-02 -1.56468526e-02 -2.34022845e-02 -3.15220572e-02
INFO - 08:23:52: -3.83796197e-02 -2.40000000e-01 -3.33066907e-16]
INFO - 08:23:52: Design space:
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 08:23:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: *** End StructureScenario execution (time: 0:00:00.077808) ***
INFO - 08:23:52: ... 16%|█▌ | 8/50 [00:02<00:13, 3.01 it/sec, obj=-1.67e+3]
INFO - 08:23:52:
INFO - 08:23:52: *** Start PropulsionScenario execution ***
INFO - 08:23:52: PropulsionScenario
INFO - 08:23:52: Disciplines: SobieskiPropulsion
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize y_34(x_3)
INFO - 08:23:52: with respect to x_3
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_3(x_3) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 1766.02 it/sec, obj=1.03]
INFO - 08:23:52:
INFO - 08:23:52: ... 7%|▋ | 2/30 [00:00<00:00, 426.92 it/sec, obj=1.04]
INFO - 08:23:52:
INFO - 08:23:52: ... 10%|█ | 3/30 [00:00<00:00, 454.17 it/sec, obj=1.03]
INFO - 08:23:52:
INFO - 08:23:52: ... 13%|█▎ | 4/30 [00:00<00:00, 392.43 it/sec, obj=1.04]
INFO - 08:23:52:
INFO - 08:23:52: ... 17%|█▋ | 5/30 [00:00<00:00, 348.01 it/sec, obj=1.04]
INFO - 08:23:52:
INFO - 08:23:52: ... 20%|██ | 6/30 [00:00<00:00, 343.96 it/sec, obj=1.04]
INFO - 08:23:52:
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: None
INFO - 08:23:52: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 10
INFO - 08:23:52: Solution:
INFO - 08:23:52: The solution is feasible.
INFO - 08:23:52: Objective: 1.0410444624498805
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_3 = [-8.51430794e-01 -1.48569206e-01 2.22044605e-16 -1.59690326e-01]
INFO - 08:23:52: Design space:
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 08:23:52: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: *** End PropulsionScenario execution (time: 0:00:00.030445) ***
INFO - 08:23:52:
INFO - 08:23:52: *** Start AerodynamicsScenario execution ***
INFO - 08:23:52: AerodynamicsScenario
INFO - 08:23:52: Disciplines: SobieskiAerodynamics
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize -y_24(x_2)
INFO - 08:23:52: with respect to x_2
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_2(x_2) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 827.61 it/sec, obj=-5.69]
INFO - 08:23:52:
INFO - 08:23:52:
INFO - 08:23:52: Optimization result:
INFO - 08:23:52: Optimizer info:
INFO - 08:23:52: Status: 8
INFO - 08:23:52: Message: Positive directional derivative for linesearch
INFO - 08:23:52: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:52: Solution:
INFO - 08:23:52: The solution is feasible.
INFO - 08:23:52: Objective: -5.6900427487038545
INFO - 08:23:52: Standardized constraints:
INFO - 08:23:52: g_2 = -0.040898733728932046
INFO - 08:23:52: Design space:
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +------+-------------+-------+-------------+-------+
INFO - 08:23:52: *** End AerodynamicsScenario execution (time: 0:00:00.015758) ***
INFO - 08:23:52:
INFO - 08:23:52: *** Start StructureScenario execution ***
INFO - 08:23:52: StructureScenario
INFO - 08:23:52: Disciplines: SobieskiStructure
INFO - 08:23:52: MDO formulation: DisciplinaryOpt
INFO - 08:23:52: Optimization problem:
INFO - 08:23:52: minimize -y_11(x_1)
INFO - 08:23:52: with respect to x_1
INFO - 08:23:52: subject to constraints:
INFO - 08:23:52: g_1(x_1) <= 0.0
INFO - 08:23:52: over the design space:
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: | x_1[0] | 0.1 | 0.3350305463282076 | 0.4 | float |
INFO - 08:23:52: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:52: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:52: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:52: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:52:
INFO - 08:23:52: ... 3%|▎ | 1/30 [00:00<00:00, 321.85 it/sec, obj=-.387]
INFO - 08:23:52:
INFO - 08:23:52: ... 7%|▋ | 2/30 [00:00<00:00, 159.29 it/sec, obj=-.129]
INFO - 08:23:52:
INFO - 08:23:52: ... 10%|█ | 3/30 [00:00<00:00, 142.74 it/sec, obj=-.163]
INFO - 08:23:52:
INFO - 08:23:52: ... 13%|█▎ | 4/30 [00:00<00:00, 135.49 it/sec, obj=-.171]
INFO - 08:23:52:
INFO - 08:23:52: ... 17%|█▋ | 5/30 [00:00<00:00, 130.01 it/sec, obj=-.172]
INFO - 08:23:52:
INFO - 08:23:52: ... 20%|██ | 6/30 [00:00<00:00, 126.72 it/sec, obj=-.172]
INFO - 08:23:52:
INFO - 08:23:52: ... 23%|██▎ | 7/30 [00:00<00:00, 124.46 it/sec, obj=-.175]
INFO - 08:23:52:
INFO - 08:23:52: ... 27%|██▋ | 8/30 [00:00<00:00, 122.70 it/sec, obj=-.177]
INFO - 08:23:52:
INFO - 08:23:53: ... 30%|███ | 9/30 [00:00<00:00, 121.28 it/sec, obj=-.177]
INFO - 08:23:53:
INFO - 08:23:53: ... 33%|███▎ | 10/30 [00:00<00:00, 120.27 it/sec, obj=-.177]
INFO - 08:23:53:
INFO - 08:23:53: ... 37%|███▋ | 11/30 [00:00<00:00, 125.80 it/sec, obj=-.177]
INFO - 08:23:53:
INFO - 08:23:53:
INFO - 08:23:53: Optimization result:
INFO - 08:23:53: Optimizer info:
INFO - 08:23:53: Status: None
INFO - 08:23:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:53: Number of calls to the objective function by the optimizer: 12
INFO - 08:23:53: Solution:
INFO - 08:23:53: The solution is feasible.
INFO - 08:23:53: Objective: -0.17693182961895998
INFO - 08:23:53: Standardized constraints:
INFO - 08:23:53: g_1 = [ 7.59660557e-10 -2.91294365e-02 -4.40206163e-02 -5.30597917e-02
INFO - 08:23:53: -5.91294368e-02 -7.67607716e-02 -1.63239228e-01]
INFO - 08:23:53: Design space:
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 08:23:53: | x_1[1] | 0.75 | 1.045173780953992 | 1.25 | float |
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: *** End StructureScenario execution (time: 0:00:00.099629) ***
INFO - 08:23:53: ... 18%|█▊ | 9/50 [00:02<00:13, 3.01 it/sec, obj=-1.73e+3]
INFO - 08:23:53:
INFO - 08:23:53: *** Start PropulsionScenario execution ***
INFO - 08:23:53: PropulsionScenario
INFO - 08:23:53: Disciplines: SobieskiPropulsion
INFO - 08:23:53: MDO formulation: DisciplinaryOpt
INFO - 08:23:53: Optimization problem:
INFO - 08:23:53: minimize y_34(x_3)
INFO - 08:23:53: with respect to x_3
INFO - 08:23:53: subject to constraints:
INFO - 08:23:53: g_3(x_3) <= 0.0
INFO - 08:23:53: over the design space:
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | x_3 | 0.1 | 0.1842648745222338 | 1 | float |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:53:
INFO - 08:23:53: ... 3%|▎ | 1/30 [00:00<00:00, 858.78 it/sec, obj=1.01]
INFO - 08:23:53:
INFO - 08:23:53: ... 7%|▋ | 2/30 [00:00<00:00, 386.30 it/sec, obj=1.02]
INFO - 08:23:53:
INFO - 08:23:53: ... 10%|█ | 3/30 [00:00<00:00, 437.20 it/sec, obj=1.01]
INFO - 08:23:53:
INFO - 08:23:53: ... 13%|█▎ | 4/30 [00:00<00:00, 385.15 it/sec, obj=1.02]
INFO - 08:23:53:
INFO - 08:23:53: ... 17%|█▋ | 5/30 [00:00<00:00, 360.10 it/sec, obj=1.02]
INFO - 08:23:53:
INFO - 08:23:53: ... 20%|██ | 6/30 [00:00<00:00, 374.10 it/sec, obj=1.02]
INFO - 08:23:53:
INFO - 08:23:53:
INFO - 08:23:53: Optimization result:
INFO - 08:23:53: Optimizer info:
INFO - 08:23:53: Status: None
INFO - 08:23:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:53: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:53: Solution:
INFO - 08:23:53: The solution is feasible.
INFO - 08:23:53: Objective: 1.016000144206171
INFO - 08:23:53: Standardized constraints:
INFO - 08:23:53: g_3 = [-7.31050536e-01 -2.68949464e-01 8.88178420e-16 -1.65753519e-01]
INFO - 08:23:53: Design space:
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | x_3 | 0.1 | 0.1765337509472551 | 1 | float |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: *** End PropulsionScenario execution (time: 0:00:00.028761) ***
INFO - 08:23:53:
INFO - 08:23:53: *** Start AerodynamicsScenario execution ***
INFO - 08:23:53: AerodynamicsScenario
INFO - 08:23:53: Disciplines: SobieskiAerodynamics
INFO - 08:23:53: MDO formulation: DisciplinaryOpt
INFO - 08:23:53: Optimization problem:
INFO - 08:23:53: minimize -y_24(x_2)
INFO - 08:23:53: with respect to x_2
INFO - 08:23:53: subject to constraints:
INFO - 08:23:53: g_2(x_2) <= 0.0
INFO - 08:23:53: over the design space:
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:53:
INFO - 08:23:53: ... 3%|▎ | 1/30 [00:00<00:00, 811.43 it/sec, obj=-13]
INFO - 08:23:53:
WARNING - 08:23:53: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:53:
INFO - 08:23:53: Optimization result:
INFO - 08:23:53: Optimizer info:
INFO - 08:23:53: Status: 8
INFO - 08:23:53: Message: Positive directional derivative for linesearch
INFO - 08:23:53: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:53: Solution:
WARNING - 08:23:53: The solution is not feasible.
INFO - 08:23:53: Objective: -13.032585586024215
INFO - 08:23:53: Standardized constraints:
INFO - 08:23:53: g_2 = 0.006789165930262353
INFO - 08:23:53: Design space:
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: *** End AerodynamicsScenario execution (time: 0:00:00.020360) ***
INFO - 08:23:53:
INFO - 08:23:53: *** Start StructureScenario execution ***
INFO - 08:23:53: StructureScenario
INFO - 08:23:53: Disciplines: SobieskiStructure
INFO - 08:23:53: MDO formulation: DisciplinaryOpt
INFO - 08:23:53: Optimization problem:
INFO - 08:23:53: minimize -y_11(x_1)
INFO - 08:23:53: with respect to x_1
INFO - 08:23:53: subject to constraints:
INFO - 08:23:53: g_1(x_1) <= 0.0
INFO - 08:23:53: over the design space:
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: | x_1[0] | 0.1 | 0.1 | 0.4 | float |
INFO - 08:23:53: | x_1[1] | 0.75 | 1.045173780953992 | 1.25 | float |
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:53:
INFO - 08:23:53: ... 3%|▎ | 1/30 [00:00<00:00, 319.66 it/sec, obj=-.199]
INFO - 08:23:53:
INFO - 08:23:53: ... 7%|▋ | 2/30 [00:00<00:00, 158.15 it/sec, obj=-.265]
INFO - 08:23:53:
INFO - 08:23:53: ... 10%|█ | 3/30 [00:00<00:00, 140.73 it/sec, obj=-.596]
INFO - 08:23:53:
INFO - 08:23:53: ... 13%|█▎ | 4/30 [00:00<00:00, 131.92 it/sec, obj=-.596]
INFO - 08:23:53:
INFO - 08:23:53: ... 17%|█▋ | 5/30 [00:00<00:00, 127.44 it/sec, obj=-.596]
INFO - 08:23:53:
INFO - 08:23:53: ... 20%|██ | 6/30 [00:00<00:00, 124.79 it/sec, obj=-.599]
INFO - 08:23:53:
INFO - 08:23:53: ... 23%|██▎ | 7/30 [00:00<00:00, 122.72 it/sec, obj=-.604]
INFO - 08:23:53:
INFO - 08:23:53: ... 27%|██▋ | 8/30 [00:00<00:00, 121.30 it/sec, obj=-.605]
INFO - 08:23:53:
INFO - 08:23:53: ... 30%|███ | 9/30 [00:00<00:00, 120.27 it/sec, obj=-.605]
INFO - 08:23:53:
INFO - 08:23:53: ... 33%|███▎ | 10/30 [00:00<00:00, 119.48 it/sec, obj=-.605]
INFO - 08:23:53:
INFO - 08:23:53: ... 37%|███▋ | 11/30 [00:00<00:00, 118.78 it/sec, obj=-.605]
INFO - 08:23:53:
INFO - 08:23:53:
INFO - 08:23:53: Optimization result:
INFO - 08:23:53: Optimizer info:
INFO - 08:23:53: Status: None
INFO - 08:23:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:53: Number of calls to the objective function by the optimizer: 12
INFO - 08:23:53: Solution:
INFO - 08:23:53: The solution is feasible.
INFO - 08:23:53: Objective: -0.6049251017149345
INFO - 08:23:53: Standardized constraints:
INFO - 08:23:53: g_1 = [ 5.48327233e-08 -7.11383608e-03 -1.92530793e-02 -2.92829605e-02
INFO - 08:23:53: -3.71138544e-02 -2.24260853e-01 -1.57391466e-02]
INFO - 08:23:53: Design space:
INFO - 08:23:53: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | x_1[0] | 0.1 | 0.3956702361274789 | 0.4 | float |
INFO - 08:23:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:53: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: *** End StructureScenario execution (time: 0:00:00.104630) ***
INFO - 08:23:53: ... 20%|██ | 10/50 [00:03<00:13, 2.97 it/sec, obj=-2.59e+3]
INFO - 08:23:53:
INFO - 08:23:53: *** Start PropulsionScenario execution ***
INFO - 08:23:53: PropulsionScenario
INFO - 08:23:53: Disciplines: SobieskiPropulsion
INFO - 08:23:53: MDO formulation: DisciplinaryOpt
INFO - 08:23:53: Optimization problem:
INFO - 08:23:53: minimize y_34(x_3)
INFO - 08:23:53: with respect to x_3
INFO - 08:23:53: subject to constraints:
INFO - 08:23:53: g_3(x_3) <= 0.0
INFO - 08:23:53: over the design space:
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | x_3 | 0.1 | 0.1765337509472551 | 1 | float |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:53:
INFO - 08:23:53: ... 3%|▎ | 1/30 [00:00<00:00, 1809.45 it/sec, obj=0.938]
INFO - 08:23:53:
INFO - 08:23:53: ... 7%|▋ | 2/30 [00:00<00:00, 430.36 it/sec, obj=0.945]
INFO - 08:23:53:
INFO - 08:23:53: ... 10%|█ | 3/30 [00:00<00:00, 453.93 it/sec, obj=0.939]
INFO - 08:23:53:
INFO - 08:23:53: ... 13%|█▎ | 4/30 [00:00<00:00, 393.02 it/sec, obj=0.945]
INFO - 08:23:53:
INFO - 08:23:53:
INFO - 08:23:53: Optimization result:
INFO - 08:23:53: Optimizer info:
INFO - 08:23:53: Status: 8
INFO - 08:23:53: Message: Positive directional derivative for linesearch
INFO - 08:23:53: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:53: Solution:
INFO - 08:23:53: The solution is feasible.
INFO - 08:23:53: Objective: 0.9449429707434136
INFO - 08:23:53: Standardized constraints:
INFO - 08:23:53: g_3 = [-0.75714183 -0.24285817 0. -0.17976927]
INFO - 08:23:53: Design space:
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | x_3 | 0.1 | 0.1600061006769771 | 1 | float |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: *** End PropulsionScenario execution (time: 0:00:00.029517) ***
INFO - 08:23:53:
INFO - 08:23:53: *** Start AerodynamicsScenario execution ***
INFO - 08:23:53: AerodynamicsScenario
INFO - 08:23:53: Disciplines: SobieskiAerodynamics
INFO - 08:23:53: MDO formulation: DisciplinaryOpt
INFO - 08:23:53: Optimization problem:
INFO - 08:23:53: minimize -y_24(x_2)
INFO - 08:23:53: with respect to x_2
INFO - 08:23:53: subject to constraints:
INFO - 08:23:53: g_2(x_2) <= 0.0
INFO - 08:23:53: over the design space:
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:53:
INFO - 08:23:53: ... 3%|▎ | 1/30 [00:00<00:00, 816.17 it/sec, obj=-6.66]
INFO - 08:23:53:
INFO - 08:23:53:
INFO - 08:23:53: Optimization result:
INFO - 08:23:53: Optimizer info:
INFO - 08:23:53: Status: 8
INFO - 08:23:53: Message: Positive directional derivative for linesearch
INFO - 08:23:53: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:53: Solution:
INFO - 08:23:53: The solution is feasible.
INFO - 08:23:53: Objective: -6.655662265043204
INFO - 08:23:53: Standardized constraints:
INFO - 08:23:53: g_2 = -5.8377637395912174e-05
INFO - 08:23:53: Design space:
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:53: +------+-------------+-------+-------------+-------+
INFO - 08:23:53: *** End AerodynamicsScenario execution (time: 0:00:00.014993) ***
INFO - 08:23:53:
INFO - 08:23:53: *** Start StructureScenario execution ***
INFO - 08:23:53: StructureScenario
INFO - 08:23:53: Disciplines: SobieskiStructure
INFO - 08:23:53: MDO formulation: DisciplinaryOpt
INFO - 08:23:53: Optimization problem:
INFO - 08:23:53: minimize -y_11(x_1)
INFO - 08:23:53: with respect to x_1
INFO - 08:23:53: subject to constraints:
INFO - 08:23:53: g_1(x_1) <= 0.0
INFO - 08:23:53: over the design space:
INFO - 08:23:53: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | x_1[0] | 0.1 | 0.3956702361274789 | 0.4 | float |
INFO - 08:23:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:53: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:53:
INFO - 08:23:53: ... 3%|▎ | 1/30 [00:00<00:00, 317.34 it/sec, obj=-.499]
INFO - 08:23:53:
INFO - 08:23:53: ... 7%|▋ | 2/30 [00:00<00:00, 157.52 it/sec, obj=-.408]
INFO - 08:23:53:
INFO - 08:23:53: ... 10%|█ | 3/30 [00:00<00:00, 141.14 it/sec, obj=-.42]
INFO - 08:23:53:
INFO - 08:23:53: ... 13%|█▎ | 4/30 [00:00<00:00, 132.10 it/sec, obj=-.437]
INFO - 08:23:53:
INFO - 08:23:53: ... 17%|█▋ | 5/30 [00:00<00:00, 126.72 it/sec, obj=-.496]
INFO - 08:23:53:
INFO - 08:23:53: ... 20%|██ | 6/30 [00:00<00:00, 123.87 it/sec, obj=-.496]
INFO - 08:23:53:
INFO - 08:23:53: ... 23%|██▎ | 7/30 [00:00<00:00, 121.86 it/sec, obj=-.496]
INFO - 08:23:53:
INFO - 08:23:53: ... 27%|██▋ | 8/30 [00:00<00:00, 120.36 it/sec, obj=-.496]
INFO - 08:23:53:
INFO - 08:23:53: ... 30%|███ | 9/30 [00:00<00:00, 119.21 it/sec, obj=-.496]
INFO - 08:23:53:
INFO - 08:23:53: ... 33%|███▎ | 10/30 [00:00<00:00, 118.42 it/sec, obj=-.496]
INFO - 08:23:53:
INFO - 08:23:53:
INFO - 08:23:53: Optimization result:
INFO - 08:23:53: Optimizer info:
INFO - 08:23:53: Status: None
INFO - 08:23:53: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:53: Number of calls to the objective function by the optimizer: 11
INFO - 08:23:53: Solution:
INFO - 08:23:53: The solution is feasible.
INFO - 08:23:53: Objective: -0.496179358856069
INFO - 08:23:53: Standardized constraints:
INFO - 08:23:53: g_1 = [ 1.84574578e-11 -1.01681845e-02 -2.26892076e-02 -3.25816393e-02
INFO - 08:23:53: -4.01681845e-02 -1.89656159e-01 -5.03438410e-02]
INFO - 08:23:53: Design space:
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: | x_1[0] | 0.1 | 0.191919639882491 | 0.4 | float |
INFO - 08:23:53: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:53: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:53: *** End StructureScenario execution (time: 0:00:00.096697) ***
INFO - 08:23:53: ... 22%|██▏ | 11/50 [00:03<00:13, 2.98 it/sec, obj=-2.94e+3]
INFO - 08:23:53:
INFO - 08:23:53: *** Start PropulsionScenario execution ***
INFO - 08:23:53: PropulsionScenario
INFO - 08:23:53: Disciplines: SobieskiPropulsion
INFO - 08:23:53: MDO formulation: DisciplinaryOpt
INFO - 08:23:53: Optimization problem:
INFO - 08:23:53: minimize y_34(x_3)
INFO - 08:23:53: with respect to x_3
INFO - 08:23:53: subject to constraints:
INFO - 08:23:53: g_3(x_3) <= 0.0
INFO - 08:23:53: over the design space:
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: | x_3 | 0.1 | 0.1600061006769771 | 1 | float |
INFO - 08:23:53: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:53: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:53: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:53:
INFO - 08:23:53: ... 3%|▎ | 1/30 [00:00<00:00, 1645.47 it/sec, obj=0.965]
INFO - 08:23:53:
INFO - 08:23:53: ... 7%|▋ | 2/30 [00:00<00:00, 424.57 it/sec, obj=0.961]
INFO - 08:23:53:
INFO - 08:23:53: ... 10%|█ | 3/30 [00:00<00:00, 389.14 it/sec, obj=0.961]
INFO - 08:23:53:
INFO - 08:23:54: ... 13%|█▎ | 4/30 [00:00<00:00, 355.55 it/sec, obj=0.961]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: None
INFO - 08:23:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: 0.9613579205925555
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_3 = [-0.72220132 -0.27779868 0. -0.17980067]
INFO - 08:23:54: Design space:
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_3 | 0.1 | 0.1662234300478979 | 1 | float |
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: *** End PropulsionScenario execution (time: 0:00:00.023224) ***
INFO - 08:23:54:
INFO - 08:23:54: *** Start AerodynamicsScenario execution ***
INFO - 08:23:54: AerodynamicsScenario
INFO - 08:23:54: Disciplines: SobieskiAerodynamics
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize -y_24(x_2)
INFO - 08:23:54: with respect to x_2
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_2(x_2) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 800.29 it/sec, obj=-6.58]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: 8
INFO - 08:23:54: Message: Positive directional derivative for linesearch
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: -6.577731318595729
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_2 = -0.006064709588543993
INFO - 08:23:54: Design space:
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: *** End AerodynamicsScenario execution (time: 0:00:00.015167) ***
INFO - 08:23:54:
INFO - 08:23:54: *** Start StructureScenario execution ***
INFO - 08:23:54: StructureScenario
INFO - 08:23:54: Disciplines: SobieskiStructure
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize -y_11(x_1)
INFO - 08:23:54: with respect to x_1
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_1(x_1) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: | x_1[0] | 0.1 | 0.191919639882491 | 0.4 | float |
INFO - 08:23:54: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:54: +--------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 316.46 it/sec, obj=-.477]
INFO - 08:23:54:
INFO - 08:23:54: ... 7%|▋ | 2/30 [00:00<00:00, 155.96 it/sec, obj=-.466]
INFO - 08:23:54:
INFO - 08:23:54: ... 10%|█ | 3/30 [00:00<00:00, 136.63 it/sec, obj=-.476]
INFO - 08:23:54:
INFO - 08:23:54: ... 13%|█▎ | 4/30 [00:00<00:00, 126.52 it/sec, obj=-.476]
INFO - 08:23:54:
INFO - 08:23:54: ... 17%|█▋ | 5/30 [00:00<00:00, 122.80 it/sec, obj=-.476]
INFO - 08:23:54:
INFO - 08:23:54: ... 20%|██ | 6/30 [00:00<00:00, 119.93 it/sec, obj=-.476]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: None
INFO - 08:23:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: -0.47619210457591565
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_1 = [-2.44249065e-15 -1.39279471e-02 -2.69189405e-02 -3.66421829e-02
INFO - 08:23:54: -4.39279471e-02 -1.57166909e-01 -8.28330914e-02]
INFO - 08:23:54: Design space:
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_1[0] | 0.1 | 0.1077337762808727 | 0.4 | float |
INFO - 08:23:54: | x_1[1] | 0.75 | 0.750000000000004 | 1.25 | float |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: *** End StructureScenario execution (time: 0:00:00.062588) ***
WARNING - 08:23:54: MDAJacobi has reached its maximum number of iterations but the normed residual 2.189447656198491e-13 is still above the tolerance 1e-14.
INFO - 08:23:54: ... 24%|██▍ | 12/50 [00:04<00:13, 2.89 it/sec, obj=-2.64e+3]
INFO - 08:23:54:
INFO - 08:23:54: *** Start PropulsionScenario execution ***
INFO - 08:23:54: PropulsionScenario
INFO - 08:23:54: Disciplines: SobieskiPropulsion
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize y_34(x_3)
INFO - 08:23:54: with respect to x_3
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_3(x_3) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_3 | 0.1 | 0.1662234300478979 | 1 | float |
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 1808.67 it/sec, obj=0.941]
INFO - 08:23:54:
INFO - 08:23:54: ... 7%|▋ | 2/30 [00:00<00:00, 420.04 it/sec, obj=0.944]
INFO - 08:23:54:
INFO - 08:23:54: ... 10%|█ | 3/30 [00:00<00:00, 468.13 it/sec, obj=0.941]
INFO - 08:23:54:
INFO - 08:23:54: ... 13%|█▎ | 4/30 [00:00<00:00, 400.06 it/sec, obj=0.944]
INFO - 08:23:54:
INFO - 08:23:54: ... 17%|█▋ | 5/30 [00:00<00:00, 337.80 it/sec, obj=0.944]
INFO - 08:23:54:
INFO - 08:23:54: ... 20%|██ | 6/30 [00:00<00:00, 332.34 it/sec, obj=0.944]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: None
INFO - 08:23:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 10
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: 0.9436080183509947
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_3 = [-0.79339711 -0.20660289 0. -0.1802682 ]
INFO - 08:23:54: Design space:
INFO - 08:23:54: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: | x_3 | 0.1 | 0.159999303966325 | 1 | float |
INFO - 08:23:54: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: *** End PropulsionScenario execution (time: 0:00:00.030106) ***
INFO - 08:23:54:
INFO - 08:23:54: *** Start AerodynamicsScenario execution ***
INFO - 08:23:54: AerodynamicsScenario
INFO - 08:23:54: Disciplines: SobieskiAerodynamics
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize -y_24(x_2)
INFO - 08:23:54: with respect to x_2
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_2(x_2) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 764.41 it/sec, obj=-7.01]
INFO - 08:23:54:
WARNING - 08:23:54: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: 8
INFO - 08:23:54: Message: Positive directional derivative for linesearch
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:54: Solution:
WARNING - 08:23:54: The solution is not feasible.
INFO - 08:23:54: Objective: -7.007094910042883
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_2 = 0.0012083674137242095
INFO - 08:23:54: Design space:
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: *** End AerodynamicsScenario execution (time: 0:00:00.015071) ***
INFO - 08:23:54:
INFO - 08:23:54: *** Start StructureScenario execution ***
INFO - 08:23:54: StructureScenario
INFO - 08:23:54: Disciplines: SobieskiStructure
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize -y_11(x_1)
INFO - 08:23:54: with respect to x_1
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_1(x_1) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_1[0] | 0.1 | 0.1077337762808727 | 0.4 | float |
INFO - 08:23:54: | x_1[1] | 0.75 | 0.750000000000004 | 1.25 | float |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 321.70 it/sec, obj=-.466]
INFO - 08:23:54:
INFO - 08:23:54: ... 7%|▋ | 2/30 [00:00<00:00, 160.92 it/sec, obj=-.466]
INFO - 08:23:54:
INFO - 08:23:54: ... 10%|█ | 3/30 [00:00<00:00, 143.67 it/sec, obj=-.466]
INFO - 08:23:54:
INFO - 08:23:54: ... 13%|█▎ | 4/30 [00:00<00:00, 134.41 it/sec, obj=-.467]
INFO - 08:23:54:
INFO - 08:23:54: ... 17%|█▋ | 5/30 [00:00<00:00, 128.89 it/sec, obj=-.468]
INFO - 08:23:54:
INFO - 08:23:54: ... 20%|██ | 6/30 [00:00<00:00, 124.48 it/sec, obj=-.468]
INFO - 08:23:54:
INFO - 08:23:54: ... 23%|██▎ | 7/30 [00:00<00:00, 121.72 it/sec, obj=-.468]
INFO - 08:23:54:
INFO - 08:23:54: ... 27%|██▋ | 8/30 [00:00<00:00, 119.86 it/sec, obj=-.468]
INFO - 08:23:54:
INFO - 08:23:54: ... 30%|███ | 9/30 [00:00<00:00, 118.43 it/sec, obj=-.468]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: None
INFO - 08:23:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 10
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: -0.4681042866530542
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_1 = [-1.23234756e-13 -1.12654054e-02 -2.39235811e-02 -3.37666379e-02
INFO - 08:23:54: -4.12654054e-02 -1.89317904e-01 -5.06820960e-02]
INFO - 08:23:54: Design space:
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_1[0] | 0.1 | 0.2608753488474911 | 0.4 | float |
INFO - 08:23:54: | x_1[1] | 0.75 | 0.7500000000000018 | 1.25 | float |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: *** End StructureScenario execution (time: 0:00:00.088175) ***
INFO - 08:23:54: ... 26%|██▌ | 13/50 [00:04<00:12, 2.92 it/sec, obj=-2.85e+3]
WARNING - 08:23:54: MDAJacobi has reached its maximum number of iterations but the normed residual 1.8505396985126146e-13 is still above the tolerance 1e-14.
INFO - 08:23:54:
INFO - 08:23:54: *** Start PropulsionScenario execution ***
INFO - 08:23:54: PropulsionScenario
INFO - 08:23:54: Disciplines: SobieskiPropulsion
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize y_34(x_3)
INFO - 08:23:54: with respect to x_3
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_3(x_3) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: | x_3 | 0.1 | 0.159999303966325 | 1 | float |
INFO - 08:23:54: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 892.03 it/sec, obj=0.96]
INFO - 08:23:54:
INFO - 08:23:54: ... 7%|▋ | 2/30 [00:00<00:00, 386.75 it/sec, obj=0.958]
INFO - 08:23:54:
INFO - 08:23:54: ... 10%|█ | 3/30 [00:00<00:00, 367.96 it/sec, obj=0.958]
INFO - 08:23:54:
INFO - 08:23:54: ... 13%|█▎ | 4/30 [00:00<00:00, 388.82 it/sec, obj=0.958]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: None
INFO - 08:23:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: 0.9578026362024442
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_3 = [-7.48013700e-01 -2.51986300e-01 -5.55111512e-16 -1.79770924e-01]
INFO - 08:23:54: Design space:
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_3 | 0.1 | 0.1647594036160696 | 1 | float |
INFO - 08:23:54: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: *** End PropulsionScenario execution (time: 0:00:00.022473) ***
INFO - 08:23:54:
INFO - 08:23:54: *** Start AerodynamicsScenario execution ***
INFO - 08:23:54: AerodynamicsScenario
INFO - 08:23:54: Disciplines: SobieskiAerodynamics
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize -y_24(x_2)
INFO - 08:23:54: with respect to x_2
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_2(x_2) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 830.88 it/sec, obj=-6.64]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: 8
INFO - 08:23:54: Message: Positive directional derivative for linesearch
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: -6.6404136418734865
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_2 = -0.00044780276996525537
INFO - 08:23:54: Design space:
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:54: +------+-------------+-------+-------------+-------+
INFO - 08:23:54: *** End AerodynamicsScenario execution (time: 0:00:00.015525) ***
INFO - 08:23:54:
INFO - 08:23:54: *** Start StructureScenario execution ***
INFO - 08:23:54: StructureScenario
INFO - 08:23:54: Disciplines: SobieskiStructure
INFO - 08:23:54: MDO formulation: DisciplinaryOpt
INFO - 08:23:54: Optimization problem:
INFO - 08:23:54: minimize -y_11(x_1)
INFO - 08:23:54: with respect to x_1
INFO - 08:23:54: subject to constraints:
INFO - 08:23:54: g_1(x_1) <= 0.0
INFO - 08:23:54: over the design space:
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_1[0] | 0.1 | 0.2608753488474911 | 0.4 | float |
INFO - 08:23:54: | x_1[1] | 0.75 | 0.7500000000000018 | 1.25 | float |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:54: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:54:
INFO - 08:23:54: ... 3%|▎ | 1/30 [00:00<00:00, 317.53 it/sec, obj=-.495]
INFO - 08:23:54:
INFO - 08:23:54: ... 7%|▋ | 2/30 [00:00<00:00, 157.72 it/sec, obj=-.486]
INFO - 08:23:54:
INFO - 08:23:54: ... 10%|█ | 3/30 [00:00<00:00, 138.68 it/sec, obj=-.494]
INFO - 08:23:54:
INFO - 08:23:54: ... 13%|█▎ | 4/30 [00:00<00:00, 129.95 it/sec, obj=-.494]
INFO - 08:23:54:
INFO - 08:23:54: ... 17%|█▋ | 5/30 [00:00<00:00, 125.20 it/sec, obj=-.494]
INFO - 08:23:54:
INFO - 08:23:54: ... 20%|██ | 6/30 [00:00<00:00, 122.15 it/sec, obj=-.494]
INFO - 08:23:54:
INFO - 08:23:54:
INFO - 08:23:54: Optimization result:
INFO - 08:23:54: Optimizer info:
INFO - 08:23:54: Status: None
INFO - 08:23:54: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:54: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:54: Solution:
INFO - 08:23:54: The solution is feasible.
INFO - 08:23:54: Objective: -0.49418708251163673
INFO - 08:23:54: Standardized constraints:
INFO - 08:23:54: g_1 = [-4.66293670e-15 -1.05070711e-02 -2.30704550e-02 -3.29476368e-02
INFO - 08:23:54: -4.05070711e-02 -1.87116197e-01 -5.28838033e-02]
INFO - 08:23:54: Design space:
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: | x_1[0] | 0.1 | 0.1863632446403095 | 0.4 | float |
INFO - 08:23:54: | x_1[1] | 0.75 | 0.7500000000000113 | 1.25 | float |
INFO - 08:23:54: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:54: *** End StructureScenario execution (time: 0:00:00.061118) ***
INFO - 08:23:54: ... 28%|██▊ | 14/50 [00:04<00:12, 2.91 it/sec, obj=-2.79e+3]
WARNING - 08:23:55: MDAJacobi has reached its maximum number of iterations but the normed residual 3.0145345591022575e-14 is still above the tolerance 1e-14.
INFO - 08:23:55:
INFO - 08:23:55: *** Start PropulsionScenario execution ***
INFO - 08:23:55: PropulsionScenario
INFO - 08:23:55: Disciplines: SobieskiPropulsion
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize y_34(x_3)
INFO - 08:23:55: with respect to x_3
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_3(x_3) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_3 | 0.1 | 0.1647594036160696 | 1 | float |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 876.19 it/sec, obj=1.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 7%|▋ | 2/30 [00:00<00:00, 384.13 it/sec, obj=0.995]
INFO - 08:23:55:
INFO - 08:23:55: ... 10%|█ | 3/30 [00:00<00:00, 321.62 it/sec, obj=0.995]
INFO - 08:23:55:
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: 8
INFO - 08:23:55: Message: Positive directional derivative for linesearch
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 4
INFO - 08:23:55: Solution:
INFO - 08:23:55: The solution is feasible.
INFO - 08:23:55: Objective: 0.9950812228806769
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_3 = [-7.32959190e-01 -2.67040810e-01 1.11022302e-15 -1.79766267e-01]
INFO - 08:23:55: Design space:
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_3 | 0.1 | 0.1829752622791824 | 1 | float |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: *** End PropulsionScenario execution (time: 0:00:00.023379) ***
INFO - 08:23:55:
INFO - 08:23:55: *** Start AerodynamicsScenario execution ***
INFO - 08:23:55: AerodynamicsScenario
INFO - 08:23:55: Disciplines: SobieskiAerodynamics
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize -y_24(x_2)
INFO - 08:23:55: with respect to x_2
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_2(x_2) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 825.98 it/sec, obj=-6.07]
INFO - 08:23:55:
WARNING - 08:23:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: 8
INFO - 08:23:55: Message: Positive directional derivative for linesearch
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:55: Solution:
WARNING - 08:23:55: The solution is not feasible.
INFO - 08:23:55: Objective: -6.067398311847922
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_2 = 0.0006192450895168289
INFO - 08:23:55: Design space:
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: *** End AerodynamicsScenario execution (time: 0:00:00.020030) ***
INFO - 08:23:55:
INFO - 08:23:55: *** Start StructureScenario execution ***
INFO - 08:23:55: StructureScenario
INFO - 08:23:55: Disciplines: SobieskiStructure
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize -y_11(x_1)
INFO - 08:23:55: with respect to x_1
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_1(x_1) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_1[0] | 0.1 | 0.1863632446403095 | 0.4 | float |
INFO - 08:23:55: | x_1[1] | 0.75 | 0.7500000000000113 | 1.25 | float |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 319.59 it/sec, obj=-.494]
INFO - 08:23:55:
INFO - 08:23:55: ... 7%|▋ | 2/30 [00:00<00:00, 160.17 it/sec, obj=-.494]
INFO - 08:23:55:
INFO - 08:23:55: ... 10%|█ | 3/30 [00:00<00:00, 142.90 it/sec, obj=-.494]
INFO - 08:23:55:
INFO - 08:23:55: ... 13%|█▎ | 4/30 [00:00<00:00, 133.72 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55: ... 17%|█▋ | 5/30 [00:00<00:00, 128.85 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55: ... 20%|██ | 6/30 [00:00<00:00, 123.22 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55: ... 23%|██▎ | 7/30 [00:00<00:00, 121.46 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: None
INFO - 08:23:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 8
INFO - 08:23:55: Solution:
INFO - 08:23:55: The solution is feasible.
INFO - 08:23:55: Objective: -0.49462632990722943
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_1 = [-1.55431223e-15 -9.76910494e-03 -2.22402431e-02 -3.21506333e-02
INFO - 08:23:55: -3.97691049e-02 -1.93330278e-01 -4.66697218e-02]
INFO - 08:23:55: Design space:
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_1[0] | 0.1 | 0.2067419576814597 | 0.4 | float |
INFO - 08:23:55: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: *** End StructureScenario execution (time: 0:00:00.069476) ***
INFO - 08:23:55: ... 30%|███ | 15/50 [00:05<00:12, 2.84 it/sec, obj=-2.4e+3]
INFO - 08:23:55:
INFO - 08:23:55: *** Start PropulsionScenario execution ***
INFO - 08:23:55: PropulsionScenario
INFO - 08:23:55: Disciplines: SobieskiPropulsion
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize y_34(x_3)
INFO - 08:23:55: with respect to x_3
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_3(x_3) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_3 | 0.1 | 0.1829752622791824 | 1 | float |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 1846.08 it/sec, obj=0.913]
INFO - 08:23:55:
INFO - 08:23:55: ... 7%|▋ | 2/30 [00:00<00:00, 435.18 it/sec, obj=0.924]
INFO - 08:23:55:
INFO - 08:23:55: ... 10%|█ | 3/30 [00:00<00:00, 481.35 it/sec, obj=0.915]
INFO - 08:23:55:
INFO - 08:23:55: ... 13%|█▎ | 4/30 [00:00<00:00, 408.19 it/sec, obj=0.924]
INFO - 08:23:55:
INFO - 08:23:55: ... 17%|█▋ | 5/30 [00:00<00:00, 340.92 it/sec, obj=0.924]
INFO - 08:23:55:
INFO - 08:23:55: ... 20%|██ | 6/30 [00:00<00:00, 356.29 it/sec, obj=0.924]
INFO - 08:23:55:
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: None
INFO - 08:23:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 9
INFO - 08:23:55: Solution:
INFO - 08:23:55: The solution is feasible.
INFO - 08:23:55: Objective: 0.9239330847904542
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_3 = [-7.67265363e-01 -2.32734637e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:23:55: Design space:
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: *** End PropulsionScenario execution (time: 0:00:00.028899) ***
INFO - 08:23:55:
INFO - 08:23:55: *** Start AerodynamicsScenario execution ***
INFO - 08:23:55: AerodynamicsScenario
INFO - 08:23:55: Disciplines: SobieskiAerodynamics
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize -y_24(x_2)
INFO - 08:23:55: with respect to x_2
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_2(x_2) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 828.75 it/sec, obj=-6.84]
INFO - 08:23:55:
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: 8
INFO - 08:23:55: Message: Positive directional derivative for linesearch
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:55: Solution:
INFO - 08:23:55: The solution is feasible.
INFO - 08:23:55: Objective: -6.836653396296616
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_2 = -7.660913015072879e-09
INFO - 08:23:55: Design space:
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: *** End AerodynamicsScenario execution (time: 0:00:00.015174) ***
INFO - 08:23:55:
INFO - 08:23:55: *** Start StructureScenario execution ***
INFO - 08:23:55: StructureScenario
INFO - 08:23:55: Disciplines: SobieskiStructure
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize -y_11(x_1)
INFO - 08:23:55: with respect to x_1
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_1(x_1) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_1[0] | 0.1 | 0.2067419576814597 | 0.4 | float |
INFO - 08:23:55: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 291.47 it/sec, obj=-.498]
INFO - 08:23:55:
INFO - 08:23:55: ... 7%|▋ | 2/30 [00:00<00:00, 156.57 it/sec, obj=-.498]
INFO - 08:23:55:
INFO - 08:23:55: ... 10%|█ | 3/30 [00:00<00:00, 141.06 it/sec, obj=-.498]
INFO - 08:23:55:
INFO - 08:23:55: ... 13%|█▎ | 4/30 [00:00<00:00, 132.73 it/sec, obj=-.498]
INFO - 08:23:55:
INFO - 08:23:55: ... 17%|█▋ | 5/30 [00:00<00:00, 128.10 it/sec, obj=-.498]
INFO - 08:23:55:
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: None
INFO - 08:23:55: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 6
INFO - 08:23:55: Solution:
INFO - 08:23:55: The solution is feasible.
INFO - 08:23:55: Objective: -0.49756361580448816
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_1 = [-2.22044605e-16 -1.01563884e-02 -2.26759370e-02 -3.25688995e-02
INFO - 08:23:55: -4.01563884e-02 -1.89880692e-01 -5.01193085e-02]
INFO - 08:23:55: Design space:
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_1[0] | 0.1 | 0.1936837145681151 | 0.4 | float |
INFO - 08:23:55: | x_1[1] | 0.75 | 0.7500000000000002 | 1.25 | float |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: *** End StructureScenario execution (time: 0:00:00.050820) ***
INFO - 08:23:55: ... 32%|███▏ | 16/50 [00:05<00:11, 2.88 it/sec, obj=-3.07e+3]
INFO - 08:23:55:
INFO - 08:23:55: *** Start PropulsionScenario execution ***
INFO - 08:23:55: PropulsionScenario
INFO - 08:23:55: Disciplines: SobieskiPropulsion
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize y_34(x_3)
INFO - 08:23:55: with respect to x_3
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_3(x_3) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 1910.84 it/sec, obj=0.925]
INFO - 08:23:55:
INFO - 08:23:55: ... 7%|▋ | 2/30 [00:00<00:00, 441.41 it/sec, obj=0.925]
INFO - 08:23:55:
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: 8
INFO - 08:23:55: Message: Positive directional derivative for linesearch
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 3
INFO - 08:23:55: Solution:
INFO - 08:23:55: The solution is feasible.
INFO - 08:23:55: Objective: 0.9251892859460505
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_3 = [-7.61206456e-01 -2.38793544e-01 4.44089210e-16 -1.83242630e-01]
INFO - 08:23:55: Design space:
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_3 | 0.1 | 0.1566205377278103 | 1 | float |
INFO - 08:23:55: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: *** End PropulsionScenario execution (time: 0:00:00.017880) ***
INFO - 08:23:55:
INFO - 08:23:55: *** Start AerodynamicsScenario execution ***
INFO - 08:23:55: AerodynamicsScenario
INFO - 08:23:55: Disciplines: SobieskiAerodynamics
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize -y_24(x_2)
INFO - 08:23:55: with respect to x_2
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_2(x_2) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 846.99 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 7%|▋ | 2/30 [00:00<00:00, 374.26 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 10%|█ | 3/30 [00:00<00:00, 421.06 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 13%|█▎ | 4/30 [00:00<00:00, 439.57 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 17%|█▋ | 5/30 [00:00<00:00, 454.86 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 20%|██ | 6/30 [00:00<00:00, 465.26 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 23%|██▎ | 7/30 [00:00<00:00, 473.41 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 27%|██▋ | 8/30 [00:00<00:00, 478.72 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 30%|███ | 9/30 [00:00<00:00, 483.56 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 33%|███▎ | 10/30 [00:00<00:00, 472.52 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 37%|███▋ | 11/30 [00:00<00:00, 464.66 it/sec, obj=-7.01]
INFO - 08:23:55:
INFO - 08:23:55: ... 40%|████ | 12/30 [00:00<00:00, 466.69 it/sec, obj=-7.01]
INFO - 08:23:55:
WARNING - 08:23:55: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: 8
INFO - 08:23:55: Message: Positive directional derivative for linesearch
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 57
INFO - 08:23:55: Solution:
WARNING - 08:23:55: The solution is not feasible.
INFO - 08:23:55: Objective: -7.006202923152259
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_2 = 0.00012320715726499287
INFO - 08:23:55: Design space:
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:55: +------+-------------+-------+-------------+-------+
INFO - 08:23:55: *** End AerodynamicsScenario execution (time: 0:00:00.043434) ***
INFO - 08:23:55:
INFO - 08:23:55: *** Start StructureScenario execution ***
INFO - 08:23:55: StructureScenario
INFO - 08:23:55: Disciplines: SobieskiStructure
INFO - 08:23:55: MDO formulation: DisciplinaryOpt
INFO - 08:23:55: Optimization problem:
INFO - 08:23:55: minimize -y_11(x_1)
INFO - 08:23:55: with respect to x_1
INFO - 08:23:55: subject to constraints:
INFO - 08:23:55: g_1(x_1) <= 0.0
INFO - 08:23:55: over the design space:
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_1[0] | 0.1 | 0.1936837145681151 | 0.4 | float |
INFO - 08:23:55: | x_1[1] | 0.75 | 0.7500000000000002 | 1.25 | float |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:55: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:55:
INFO - 08:23:55: ... 3%|▎ | 1/30 [00:00<00:00, 326.00 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55: ... 7%|▋ | 2/30 [00:00<00:00, 161.94 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55: ... 10%|█ | 3/30 [00:00<00:00, 144.27 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55: ... 13%|█▎ | 4/30 [00:00<00:00, 135.31 it/sec, obj=-.495]
INFO - 08:23:55:
INFO - 08:23:55:
INFO - 08:23:55: Optimization result:
INFO - 08:23:55: Optimizer info:
INFO - 08:23:55: Status: 8
INFO - 08:23:55: Message: Positive directional derivative for linesearch
INFO - 08:23:55: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:55: Solution:
INFO - 08:23:55: The solution is feasible.
INFO - 08:23:55: Objective: -0.49513045007328005
INFO - 08:23:55: Standardized constraints:
INFO - 08:23:55: g_1 = [ 0. -0.00975571 -0.02222517 -0.03213616 -0.03975571 -0.19187341
INFO - 08:23:55: -0.04812659]
INFO - 08:23:55: Design space:
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: | x_1[0] | 0.1 | 0.1888884081075827 | 0.4 | float |
INFO - 08:23:55: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:55: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:55: *** End StructureScenario execution (time: 0:00:00.046706) ***
INFO - 08:23:55: ... 34%|███▍ | 17/50 [00:05<00:11, 2.92 it/sec, obj=-3.01e+3]
INFO - 08:23:56:
INFO - 08:23:56: *** Start PropulsionScenario execution ***
INFO - 08:23:56: PropulsionScenario
INFO - 08:23:56: Disciplines: SobieskiPropulsion
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize y_34(x_3)
INFO - 08:23:56: with respect to x_3
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_3(x_3) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1566205377278103 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 1885.93 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 437.80 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56: ... 10%|█ | 3/30 [00:00<00:00, 484.13 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56: ... 13%|█▎ | 4/30 [00:00<00:00, 410.33 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56: ... 17%|█▋ | 5/30 [00:00<00:00, 377.80 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 9
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: 0.9239330847904546
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_3 = [-7.67304994e-01 -2.32695006e-01 -3.33066907e-16 -1.83255000e-01]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: *** End PropulsionScenario execution (time: 0:00:00.027343) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start AerodynamicsScenario execution ***
INFO - 08:23:56: AerodynamicsScenario
INFO - 08:23:56: Disciplines: SobieskiAerodynamics
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_24(x_2)
INFO - 08:23:56: with respect to x_2
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_2(x_2) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 797.09 it/sec, obj=-7.44]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -7.443939352858946
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_2 = 8.881784197001252e-16
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: *** End AerodynamicsScenario execution (time: 0:00:00.014825) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start StructureScenario execution ***
INFO - 08:23:56: StructureScenario
INFO - 08:23:56: Disciplines: SobieskiStructure
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_11(x_1)
INFO - 08:23:56: with respect to x_1
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_1(x_1) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.1888884081075827 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 312.45 it/sec, obj=-.524]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 158.82 it/sec, obj=-.524]
INFO - 08:23:56:
INFO - 08:23:56: ... 10%|█ | 3/30 [00:00<00:00, 139.21 it/sec, obj=-.524]
INFO - 08:23:56:
INFO - 08:23:56: ... 13%|█▎ | 4/30 [00:00<00:00, 129.38 it/sec, obj=-.524]
INFO - 08:23:56:
INFO - 08:23:56: ... 17%|█▋ | 5/30 [00:00<00:00, 124.43 it/sec, obj=-.525]
INFO - 08:23:56:
INFO - 08:23:56: ... 20%|██ | 6/30 [00:00<00:00, 121.25 it/sec, obj=-.525]
INFO - 08:23:56:
INFO - 08:23:56: ... 23%|██▎ | 7/30 [00:00<00:00, 119.75 it/sec, obj=-.525]
INFO - 08:23:56:
INFO - 08:23:56: ... 27%|██▋ | 8/30 [00:00<00:00, 118.67 it/sec, obj=-.525]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: None
INFO - 08:23:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 9
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -0.5251399996605213
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_1 = [-5.18280974e-11 -1.46465246e-02 -2.77273401e-02 -3.74182465e-02
INFO - 08:23:56: -4.46465246e-02 -1.73028628e-01 -6.69713716e-02]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.3067102901577426 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.7500000000000003 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: *** End StructureScenario execution (time: 0:00:00.080129) ***
INFO - 08:23:56: ... 36%|███▌ | 18/50 [00:06<00:10, 2.96 it/sec, obj=-3.39e+3]
INFO - 08:23:56:
INFO - 08:23:56: *** Start PropulsionScenario execution ***
INFO - 08:23:56: PropulsionScenario
INFO - 08:23:56: Disciplines: SobieskiPropulsion
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize y_34(x_3)
INFO - 08:23:56: with respect to x_3
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_3(x_3) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 1790.14 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 434.15 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 17
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: 0.9239330847904543
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_3 = [-7.67237087e-01 -2.32762913e-01 -3.33066907e-16 -1.83255000e-01]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: *** End PropulsionScenario execution (time: 0:00:00.023370) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start AerodynamicsScenario execution ***
INFO - 08:23:56: AerodynamicsScenario
INFO - 08:23:56: Disciplines: SobieskiAerodynamics
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_24(x_2)
INFO - 08:23:56: with respect to x_2
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_2(x_2) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 822.41 it/sec, obj=-7.94]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -7.937421254145114
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_2 = -2.220446049250313e-16
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: *** End AerodynamicsScenario execution (time: 0:00:00.015327) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start StructureScenario execution ***
INFO - 08:23:56: StructureScenario
INFO - 08:23:56: Disciplines: SobieskiStructure
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_11(x_1)
INFO - 08:23:56: with respect to x_1
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_1(x_1) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.3067102901577426 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.7500000000000003 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 322.89 it/sec, obj=-.557]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 162.75 it/sec, obj=-.557]
INFO - 08:23:56:
INFO - 08:23:56: ... 10%|█ | 3/30 [00:00<00:00, 145.15 it/sec, obj=-.557]
INFO - 08:23:56:
INFO - 08:23:56: ... 13%|█▎ | 4/30 [00:00<00:00, 135.92 it/sec, obj=-.557]
INFO - 08:23:56:
INFO - 08:23:56: ... 17%|█▋ | 5/30 [00:00<00:00, 130.90 it/sec, obj=-.558]
INFO - 08:23:56:
INFO - 08:23:56: ... 20%|██ | 6/30 [00:00<00:00, 127.76 it/sec, obj=-.558]
INFO - 08:23:56:
INFO - 08:23:56: ... 23%|██▎ | 7/30 [00:00<00:00, 125.66 it/sec, obj=-.558]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: None
INFO - 08:23:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 8
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -0.5579880445505224
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_1 = [-0.01113901 -0.02739148 -0.03928067 -0.04761832 -0.05367848 -0.14672464
INFO - 08:23:56: -0.09327536]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.3999999999999997 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: *** End StructureScenario execution (time: 0:00:00.067609) ***
INFO - 08:23:56: ... 38%|███▊ | 19/50 [00:06<00:10, 2.99 it/sec, obj=-3.84e+3]
WARNING - 08:23:56: MDAJacobi has reached its maximum number of iterations but the normed residual 3.8877123894689336e-14 is still above the tolerance 1e-14.
INFO - 08:23:56:
INFO - 08:23:56: *** Start PropulsionScenario execution ***
INFO - 08:23:56: PropulsionScenario
INFO - 08:23:56: Disciplines: SobieskiPropulsion
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize y_34(x_3)
INFO - 08:23:56: with respect to x_3
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_3(x_3) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 921.62 it/sec, obj=0.947]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 389.95 it/sec, obj=0.945]
INFO - 08:23:56:
INFO - 08:23:56: ... 10%|█ | 3/30 [00:00<00:00, 367.50 it/sec, obj=0.945]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 4
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: 0.9448121426729421
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_3 = [-7.55896579e-01 -2.44103421e-01 1.11022302e-15 -1.79791759e-01]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1599813390454214 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: *** End PropulsionScenario execution (time: 0:00:00.027325) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start AerodynamicsScenario execution ***
INFO - 08:23:56: AerodynamicsScenario
INFO - 08:23:56: Disciplines: SobieskiAerodynamics
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_24(x_2)
INFO - 08:23:56: with respect to x_2
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_2(x_2) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 840.04 it/sec, obj=-7.58]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -7.582140362685478
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_2 = 2.220446049250313e-16
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: *** End AerodynamicsScenario execution (time: 0:00:00.014757) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start StructureScenario execution ***
INFO - 08:23:56: StructureScenario
INFO - 08:23:56: Disciplines: SobieskiStructure
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_11(x_1)
INFO - 08:23:56: with respect to x_1
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_1(x_1) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.3999999999999997 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 326.79 it/sec, obj=-.548]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 163.78 it/sec, obj=-.548]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 3
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -0.5482123795932845
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_1 = [-0.00443104 -0.02161932 -0.03446398 -0.04353093 -0.05014231 -0.15621602
INFO - 08:23:56: -0.08378398]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +--------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+-------+-------------+-------+
INFO - 08:23:56: *** End StructureScenario execution (time: 0:00:00.028661) ***
INFO - 08:23:56: ... 40%|████ | 20/50 [00:06<00:09, 3.00 it/sec, obj=-3.58e+3]
INFO - 08:23:56:
INFO - 08:23:56: *** Start PropulsionScenario execution ***
INFO - 08:23:56: PropulsionScenario
INFO - 08:23:56: Disciplines: SobieskiPropulsion
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize y_34(x_3)
INFO - 08:23:56: with respect to x_3
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_3(x_3) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1599813390454214 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 1723.92 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 412.48 it/sec, obj=0.925]
INFO - 08:23:56:
INFO - 08:23:56: ... 10%|█ | 3/30 [00:00<00:00, 465.48 it/sec, obj=0.924]
INFO - 08:23:56:
INFO - 08:23:56: ... 13%|█▎ | 4/30 [00:00<00:00, 399.73 it/sec, obj=0.925]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: 0.9251015972669371
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_3 = [-7.84107623e-01 -2.15892377e-01 1.33226763e-15 -1.83255000e-01]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_3 | 0.1 | 0.1566040745652442 | 1 | float |
INFO - 08:23:56: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: *** End PropulsionScenario execution (time: 0:00:00.025465) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start AerodynamicsScenario execution ***
INFO - 08:23:56: AerodynamicsScenario
INFO - 08:23:56: Disciplines: SobieskiAerodynamics
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_24(x_2)
INFO - 08:23:56: with respect to x_2
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_2(x_2) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 842.57 it/sec, obj=-7.85]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: 8
INFO - 08:23:56: Message: Positive directional derivative for linesearch
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -7.8475265129037615
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_2 = -0.014276119292126577
INFO - 08:23:56: Design space:
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +------+-------------+-------+-------------+-------+
INFO - 08:23:56: *** End AerodynamicsScenario execution (time: 0:00:00.014326) ***
INFO - 08:23:56:
INFO - 08:23:56: *** Start StructureScenario execution ***
INFO - 08:23:56: StructureScenario
INFO - 08:23:56: Disciplines: SobieskiStructure
INFO - 08:23:56: MDO formulation: DisciplinaryOpt
INFO - 08:23:56: Optimization problem:
INFO - 08:23:56: minimize -y_11(x_1)
INFO - 08:23:56: with respect to x_1
INFO - 08:23:56: subject to constraints:
INFO - 08:23:56: g_1(x_1) <= 0.0
INFO - 08:23:56: over the design space:
INFO - 08:23:56: +--------+-------------+-------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+-------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+-------+-------------+-------+
INFO - 08:23:56: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:56: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:56:
INFO - 08:23:56: ... 3%|▎ | 1/30 [00:00<00:00, 321.45 it/sec, obj=-.535]
INFO - 08:23:56:
INFO - 08:23:56: ... 7%|▋ | 2/30 [00:00<00:00, 159.45 it/sec, obj=-.502]
INFO - 08:23:56:
INFO - 08:23:56: ... 10%|█ | 3/30 [00:00<00:00, 142.89 it/sec, obj=-.534]
INFO - 08:23:56:
INFO - 08:23:56: ... 13%|█▎ | 4/30 [00:00<00:00, 133.48 it/sec, obj=-.534]
INFO - 08:23:56:
INFO - 08:23:56: ... 17%|█▋ | 5/30 [00:00<00:00, 128.67 it/sec, obj=-.534]
INFO - 08:23:56:
INFO - 08:23:56: ... 20%|██ | 6/30 [00:00<00:00, 125.77 it/sec, obj=-.534]
INFO - 08:23:56:
INFO - 08:23:56:
INFO - 08:23:56: Optimization result:
INFO - 08:23:56: Optimizer info:
INFO - 08:23:56: Status: None
INFO - 08:23:56: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:56: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:56: Solution:
INFO - 08:23:56: The solution is feasible.
INFO - 08:23:56: Objective: -0.5336548601537184
INFO - 08:23:56: Standardized constraints:
INFO - 08:23:56: g_1 = [-3.78097553e-12 -1.77187194e-02 -3.11835594e-02 -4.07362170e-02
INFO - 08:23:56: -4.77187194e-02 -1.21178332e-01 -1.18821668e-01]
INFO - 08:23:56: Design space:
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: | x_1[0] | 0.1 | 0.2647821598084 | 0.4 | float |
INFO - 08:23:56: | x_1[1] | 0.75 | 0.7500000000000022 | 1.25 | float |
INFO - 08:23:56: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:56: *** End StructureScenario execution (time: 0:00:00.059785) ***
INFO - 08:23:57: ... 42%|████▏ | 21/50 [00:06<00:09, 3.03 it/sec, obj=-3.66e+3]
INFO - 08:23:57:
INFO - 08:23:57: *** Start PropulsionScenario execution ***
INFO - 08:23:57: PropulsionScenario
INFO - 08:23:57: Disciplines: SobieskiPropulsion
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize y_34(x_3)
INFO - 08:23:57: with respect to x_3
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_3(x_3) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1566040745652442 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 1847.71 it/sec, obj=0.924]
INFO - 08:23:57:
INFO - 08:23:57: ... 7%|▋ | 2/30 [00:00<00:00, 436.47 it/sec, obj=0.924]
INFO - 08:23:57:
INFO - 08:23:57: ... 10%|█ | 3/30 [00:00<00:00, 483.14 it/sec, obj=0.924]
INFO - 08:23:57:
INFO - 08:23:57: ... 13%|█▎ | 4/30 [00:00<00:00, 410.42 it/sec, obj=0.924]
INFO - 08:23:57:
INFO - 08:23:57: ... 17%|█▋ | 5/30 [00:00<00:00, 378.69 it/sec, obj=0.924]
INFO - 08:23:57:
INFO - 08:23:57: ... 20%|██ | 6/30 [00:00<00:00, 390.58 it/sec, obj=0.924]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: None
INFO - 08:23:57: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: 0.9239330847904544
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_3 = [-8.26866726e-01 -1.73133274e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 08:23:57: Design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: *** End PropulsionScenario execution (time: 0:00:00.027290) ***
INFO - 08:23:57:
INFO - 08:23:57: *** Start AerodynamicsScenario execution ***
INFO - 08:23:57: AerodynamicsScenario
INFO - 08:23:57: Disciplines: SobieskiAerodynamics
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize -y_24(x_2)
INFO - 08:23:57: with respect to x_2
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_2(x_2) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 849.39 it/sec, obj=-8.37]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: 8
INFO - 08:23:57: Message: Positive directional derivative for linesearch
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: -8.371335260462438
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_2 = 2.220446049250313e-16
INFO - 08:23:57: Design space:
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: *** End AerodynamicsScenario execution (time: 0:00:00.014863) ***
INFO - 08:23:57:
INFO - 08:23:57: *** Start StructureScenario execution ***
INFO - 08:23:57: StructureScenario
INFO - 08:23:57: Disciplines: SobieskiStructure
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize -y_11(x_1)
INFO - 08:23:57: with respect to x_1
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_1(x_1) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_1[0] | 0.1 | 0.2647821598084 | 0.4 | float |
INFO - 08:23:57: | x_1[1] | 0.75 | 0.7500000000000022 | 1.25 | float |
INFO - 08:23:57: +--------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 323.31 it/sec, obj=-.518]
INFO - 08:23:57:
INFO - 08:23:57: ... 7%|▋ | 2/30 [00:00<00:00, 162.56 it/sec, obj=-.518]
INFO - 08:23:57:
INFO - 08:23:57: ... 10%|█ | 3/30 [00:00<00:00, 145.10 it/sec, obj=-.518]
INFO - 08:23:57:
INFO - 08:23:57: ... 13%|█▎ | 4/30 [00:00<00:00, 131.01 it/sec, obj=-.518]
INFO - 08:23:57:
INFO - 08:23:57: ... 17%|█▋ | 5/30 [00:00<00:00, 127.09 it/sec, obj=-.519]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: 8
INFO - 08:23:57: Message: Positive directional derivative for linesearch
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 6
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: -0.5193563723938468
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_1 = [-0.02722058 -0.04122957 -0.05082812 -0.05741735 -0.06215604 -0.12499785
INFO - 08:23:57: -0.11500215]
INFO - 08:23:57: Design space:
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: *** End StructureScenario execution (time: 0:00:00.056383) ***
INFO - 08:23:57: ... 44%|████▍ | 22/50 [00:07<00:09, 3.06 it/sec, obj=-3.77e+3]
INFO - 08:23:57:
INFO - 08:23:57: *** Start PropulsionScenario execution ***
INFO - 08:23:57: PropulsionScenario
INFO - 08:23:57: Disciplines: SobieskiPropulsion
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize y_34(x_3)
INFO - 08:23:57: with respect to x_3
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_3(x_3) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 1825.20 it/sec, obj=0.927]
INFO - 08:23:57:
INFO - 08:23:57: ... 7%|▋ | 2/30 [00:00<00:00, 438.69 it/sec, obj=0.927]
INFO - 08:23:57:
INFO - 08:23:57: ... 10%|█ | 3/30 [00:00<00:00, 338.12 it/sec, obj=0.927]
INFO - 08:23:57:
INFO - 08:23:57: ... 13%|█▎ | 4/30 [00:00<00:00, 364.41 it/sec, obj=0.927]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: None
INFO - 08:23:57: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 8
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: 0.9265588362570738
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_3 = [-7.51803331e-01 -2.48196669e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 08:23:57: Design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1570583105881983 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: *** End PropulsionScenario execution (time: 0:00:00.023015) ***
INFO - 08:23:57:
INFO - 08:23:57: *** Start AerodynamicsScenario execution ***
INFO - 08:23:57: AerodynamicsScenario
INFO - 08:23:57: Disciplines: SobieskiAerodynamics
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize -y_24(x_2)
INFO - 08:23:57: with respect to x_2
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_2(x_2) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 817.44 it/sec, obj=-7.84]
INFO - 08:23:57:
WARNING - 08:23:57: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: 8
INFO - 08:23:57: Message: Positive directional derivative for linesearch
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:57: Solution:
WARNING - 08:23:57: The solution is not feasible.
INFO - 08:23:57: Objective: -7.835881874625267
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_2 = 0.0016975456444545678
INFO - 08:23:57: Design space:
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: *** End AerodynamicsScenario execution (time: 0:00:00.015140) ***
INFO - 08:23:57:
INFO - 08:23:57: *** Start StructureScenario execution ***
INFO - 08:23:57: StructureScenario
INFO - 08:23:57: Disciplines: SobieskiStructure
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize -y_11(x_1)
INFO - 08:23:57: with respect to x_1
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_1(x_1) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 318.18 it/sec, obj=-.553]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: 8
INFO - 08:23:57: Message: Positive directional derivative for linesearch
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: -0.5529320868211332
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_1 = [-0.01688178 -0.03135845 -0.04230781 -0.05006495 -0.05573119 -0.14672464
INFO - 08:23:57: -0.09327536]
INFO - 08:23:57: Design space:
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: *** End StructureScenario execution (time: 0:00:00.021111) ***
INFO - 08:23:57: ... 46%|████▌ | 23/50 [00:07<00:08, 3.08 it/sec, obj=-3.75e+3]
INFO - 08:23:57:
INFO - 08:23:57: *** Start PropulsionScenario execution ***
INFO - 08:23:57: PropulsionScenario
INFO - 08:23:57: Disciplines: SobieskiPropulsion
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize y_34(x_3)
INFO - 08:23:57: with respect to x_3
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_3(x_3) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1570583105881983 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 1797.05 it/sec, obj=1]
INFO - 08:23:57:
INFO - 08:23:57: ... 7%|▋ | 2/30 [00:00<00:00, 431.16 it/sec, obj=0.986]
INFO - 08:23:57:
INFO - 08:23:57: ... 10%|█ | 3/30 [00:00<00:00, 391.82 it/sec, obj=0.986]
INFO - 08:23:57:
INFO - 08:23:57: ... 13%|█▎ | 4/30 [00:00<00:00, 359.71 it/sec, obj=0.986]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: None
INFO - 08:23:57: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: 0.9855112506293789
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_3 = [-7.41498945e-01 -2.58501055e-01 -1.11022302e-16 -1.83255000e-01]
INFO - 08:23:57: Design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1827444258226188 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: *** End PropulsionScenario execution (time: 0:00:00.023262) ***
INFO - 08:23:57:
INFO - 08:23:57: *** Start AerodynamicsScenario execution ***
INFO - 08:23:57: AerodynamicsScenario
INFO - 08:23:57: Disciplines: SobieskiAerodynamics
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize -y_24(x_2)
INFO - 08:23:57: with respect to x_2
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_2(x_2) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 809.40 it/sec, obj=-6.84]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: 8
INFO - 08:23:57: Message: Positive directional derivative for linesearch
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: -6.844945579945089
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_2 = -4.440892098500626e-16
INFO - 08:23:57: Design space:
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +------+-------------+-------+-------------+-------+
INFO - 08:23:57: *** End AerodynamicsScenario execution (time: 0:00:00.015094) ***
INFO - 08:23:57:
INFO - 08:23:57: *** Start StructureScenario execution ***
INFO - 08:23:57: StructureScenario
INFO - 08:23:57: Disciplines: SobieskiStructure
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize -y_11(x_1)
INFO - 08:23:57: with respect to x_1
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_1(x_1) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 318.64 it/sec, obj=-.548]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: 8
INFO - 08:23:57: Message: Positive directional derivative for linesearch
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: -0.547887339587595
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_1 = [-0.00443104 -0.02161932 -0.03446398 -0.04353093 -0.05014231 -0.15621602
INFO - 08:23:57: -0.08378398]
INFO - 08:23:57: Design space:
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:57: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:57: +--------+-------------+-------+-------------+-------+
INFO - 08:23:57: *** End StructureScenario execution (time: 0:00:00.020667) ***
INFO - 08:23:57: ... 48%|████▊ | 24/50 [00:07<00:08, 3.10 it/sec, obj=-2.94e+3]
INFO - 08:23:57:
INFO - 08:23:57: *** Start PropulsionScenario execution ***
INFO - 08:23:57: PropulsionScenario
INFO - 08:23:57: Disciplines: SobieskiPropulsion
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize y_34(x_3)
INFO - 08:23:57: with respect to x_3
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_3(x_3) <= 0.0
INFO - 08:23:57: over the design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1827444258226188 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:57: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:57:
INFO - 08:23:57: ... 3%|▎ | 1/30 [00:00<00:00, 1714.76 it/sec, obj=0.913]
INFO - 08:23:57:
INFO - 08:23:57: ... 7%|▋ | 2/30 [00:00<00:00, 433.65 it/sec, obj=0.924]
INFO - 08:23:57:
INFO - 08:23:57: ... 10%|█ | 3/30 [00:00<00:00, 483.49 it/sec, obj=0.915]
INFO - 08:23:57:
INFO - 08:23:57:
INFO - 08:23:57: Optimization result:
INFO - 08:23:57: Optimizer info:
INFO - 08:23:57: Status: 8
INFO - 08:23:57: Message: Positive directional derivative for linesearch
INFO - 08:23:57: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:57: Solution:
INFO - 08:23:57: The solution is feasible.
INFO - 08:23:57: Objective: 0.9239330847904544
INFO - 08:23:57: Standardized constraints:
INFO - 08:23:57: g_3 = [-0.74389718 -0.25610282 0. -0.183255 ]
INFO - 08:23:57: Design space:
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:57: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:57: *** End PropulsionScenario execution (time: 0:00:00.022218) ***
INFO - 08:23:57:
INFO - 08:23:57: *** Start AerodynamicsScenario execution ***
INFO - 08:23:57: AerodynamicsScenario
INFO - 08:23:57: Disciplines: SobieskiAerodynamics
INFO - 08:23:57: MDO formulation: DisciplinaryOpt
INFO - 08:23:57: Optimization problem:
INFO - 08:23:57: minimize -y_24(x_2)
INFO - 08:23:57: with respect to x_2
INFO - 08:23:57: subject to constraints:
INFO - 08:23:57: g_2(x_2) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 820.16 it/sec, obj=-7.59]
INFO - 08:23:58:
WARNING - 08:23:58: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
WARNING - 08:23:58: The solution is not feasible.
INFO - 08:23:58: Objective: -7.588321332233691
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_2 = 0.0006766757786100808
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End AerodynamicsScenario execution (time: 0:00:00.020208) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start StructureScenario execution ***
INFO - 08:23:58: StructureScenario
INFO - 08:23:58: Disciplines: SobieskiStructure
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_11(x_1)
INFO - 08:23:58: with respect to x_1
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_1(x_1) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 324.16 it/sec, obj=-.544]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -0.5435697481227609
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_1 = [-0.01340661 -0.0289632 -0.04048195 -0.04859014 -0.05449433 -0.14672464
INFO - 08:23:58: -0.09327536]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End StructureScenario execution (time: 0:00:00.020417) ***
INFO - 08:23:58: ... 50%|█████ | 25/50 [00:08<00:08, 3.11 it/sec, obj=-3.71e+3]
INFO - 08:23:58:
INFO - 08:23:58: *** Start PropulsionScenario execution ***
INFO - 08:23:58: PropulsionScenario
INFO - 08:23:58: Disciplines: SobieskiPropulsion
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize y_34(x_3)
INFO - 08:23:58: with respect to x_3
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_3(x_3) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 1877.49 it/sec, obj=0.924]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: 0.9239330847904544
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_3 = [-0.76718646 -0.23281354 0. -0.183255 ]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: *** End PropulsionScenario execution (time: 0:00:00.015054) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start AerodynamicsScenario execution ***
INFO - 08:23:58: AerodynamicsScenario
INFO - 08:23:58: Disciplines: SobieskiAerodynamics
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_24(x_2)
INFO - 08:23:58: with respect to x_2
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_2(x_2) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 1903.04 it/sec, obj=-8.06]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -8.057471591025651
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_2 = 0.0
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End AerodynamicsScenario execution (time: 0:00:00.014370) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start StructureScenario execution ***
INFO - 08:23:58: StructureScenario
INFO - 08:23:58: Disciplines: SobieskiStructure
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_11(x_1)
INFO - 08:23:58: with respect to x_1
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_1(x_1) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 1809.45 it/sec, obj=-.566]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -0.5663669640583606
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 08:23:58: -0.10279135]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End StructureScenario execution (time: 0:00:00.018298) ***
INFO - 08:23:58: ... 52%|█████▏ | 26/50 [00:08<00:07, 3.16 it/sec, obj=-3.96e+3]
INFO - 08:23:58:
INFO - 08:23:58: *** Start PropulsionScenario execution ***
INFO - 08:23:58: PropulsionScenario
INFO - 08:23:58: Disciplines: SobieskiPropulsion
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize y_34(x_3)
INFO - 08:23:58: with respect to x_3
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_3(x_3) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 1896.16 it/sec, obj=0.931]
INFO - 08:23:58:
INFO - 08:23:58: ... 7%|▋ | 2/30 [00:00<00:00, 443.14 it/sec, obj=0.93]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 3
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: 0.9304261864856944
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_3 = [-7.65100836e-01 -2.34899164e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.158297465782302 | 1 | float |
INFO - 08:23:58: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:58: *** End PropulsionScenario execution (time: 0:00:00.017896) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start AerodynamicsScenario execution ***
INFO - 08:23:58: AerodynamicsScenario
INFO - 08:23:58: Disciplines: SobieskiAerodynamics
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_24(x_2)
INFO - 08:23:58: with respect to x_2
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_2(x_2) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 830.88 it/sec, obj=-7.95]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -7.953469822448724
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_2 = -0.00016498424778843557
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End AerodynamicsScenario execution (time: 0:00:00.014808) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start StructureScenario execution ***
INFO - 08:23:58: StructureScenario
INFO - 08:23:58: Disciplines: SobieskiStructure
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_11(x_1)
INFO - 08:23:58: with respect to x_1
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_1(x_1) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 327.42 it/sec, obj=-.566]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -0.5659064896386437
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_1 = [-0.01755166 -0.03297976 -0.04396432 -0.05160161 -0.05712921 -0.13720865
INFO - 08:23:58: -0.10279135]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End StructureScenario execution (time: 0:00:00.020513) ***
INFO - 08:23:58: ... 54%|█████▍ | 27/50 [00:08<00:07, 3.21 it/sec, obj=-3.87e+3]
INFO - 08:23:58:
INFO - 08:23:58: *** Start PropulsionScenario execution ***
INFO - 08:23:58: PropulsionScenario
INFO - 08:23:58: Disciplines: SobieskiPropulsion
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize y_34(x_3)
INFO - 08:23:58: with respect to x_3
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_3(x_3) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.158297465782302 | 1 | float |
INFO - 08:23:58: +------+-------------+-------------------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 1861.65 it/sec, obj=0.923]
INFO - 08:23:58:
INFO - 08:23:58: ... 7%|▋ | 2/30 [00:00<00:00, 436.66 it/sec, obj=0.924]
INFO - 08:23:58:
INFO - 08:23:58: ... 10%|█ | 3/30 [00:00<00:00, 484.16 it/sec, obj=0.923]
INFO - 08:23:58:
INFO - 08:23:58: ... 13%|█▎ | 4/30 [00:00<00:00, 340.43 it/sec, obj=0.924]
INFO - 08:23:58:
INFO - 08:23:58: ... 17%|█▋ | 5/30 [00:00<00:00, 335.22 it/sec, obj=0.924]
INFO - 08:23:58:
INFO - 08:23:58: ... 20%|██ | 6/30 [00:00<00:00, 245.82 it/sec, obj=0.924]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: None
INFO - 08:23:58: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 19
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: 0.9239604613334125
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_3 = [-7.72113382e-01 -2.27886618e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.1562531146502505 | 1 | float |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: *** End PropulsionScenario execution (time: 0:00:00.036407) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start AerodynamicsScenario execution ***
INFO - 08:23:58: AerodynamicsScenario
INFO - 08:23:58: Disciplines: SobieskiAerodynamics
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_24(x_2)
INFO - 08:23:58: with respect to x_2
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_2(x_2) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 848.02 it/sec, obj=-8.06]
INFO - 08:23:58:
WARNING - 08:23:58: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
WARNING - 08:23:58: The solution is not feasible.
INFO - 08:23:58: Objective: -8.061363685996323
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_2 = 0.00033106978947294863
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End AerodynamicsScenario execution (time: 0:00:00.015113) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start StructureScenario execution ***
INFO - 08:23:58: StructureScenario
INFO - 08:23:58: Disciplines: SobieskiStructure
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_11(x_1)
INFO - 08:23:58: with respect to x_1
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_1(x_1) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 338.80 it/sec, obj=-.562]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -0.562195416811245
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_1 = [-0.01987255 -0.03476848 -0.04539641 -0.05279075 -0.0581443 -0.13608879
INFO - 08:23:58: -0.10391121]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End StructureScenario execution (time: 0:00:00.020084) ***
INFO - 08:23:58: ... 56%|█████▌ | 28/50 [00:08<00:06, 3.24 it/sec, obj=-3.95e+3]
INFO - 08:23:58:
INFO - 08:23:58: *** Start PropulsionScenario execution ***
INFO - 08:23:58: PropulsionScenario
INFO - 08:23:58: Disciplines: SobieskiPropulsion
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize y_34(x_3)
INFO - 08:23:58: with respect to x_3
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_3(x_3) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.1562531146502505 | 1 | float |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 1854.25 it/sec, obj=0.929]
INFO - 08:23:58:
INFO - 08:23:58: ... 7%|▋ | 2/30 [00:00<00:00, 444.26 it/sec, obj=0.928]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 3
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: 0.9281930735802203
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_3 = [-7.65089824e-01 -2.34910176e-01 2.22044605e-16 -1.82567888e-01]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: | x_3 | 0.1 | 0.1569735643304175 | 1 | float |
INFO - 08:23:58: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:58: *** End PropulsionScenario execution (time: 0:00:00.019319) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start AerodynamicsScenario execution ***
INFO - 08:23:58: AerodynamicsScenario
INFO - 08:23:58: Disciplines: SobieskiAerodynamics
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_24(x_2)
INFO - 08:23:58: with respect to x_2
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_2(x_2) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 820.64 it/sec, obj=-8.01]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -8.009097954743929
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_2 = 0.0
INFO - 08:23:58: Design space:
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End AerodynamicsScenario execution (time: 0:00:00.015059) ***
INFO - 08:23:58:
INFO - 08:23:58: *** Start StructureScenario execution ***
INFO - 08:23:58: StructureScenario
INFO - 08:23:58: Disciplines: SobieskiStructure
INFO - 08:23:58: MDO formulation: DisciplinaryOpt
INFO - 08:23:58: Optimization problem:
INFO - 08:23:58: minimize -y_11(x_1)
INFO - 08:23:58: with respect to x_1
INFO - 08:23:58: subject to constraints:
INFO - 08:23:58: g_1(x_1) <= 0.0
INFO - 08:23:58: over the design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:58: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:58:
INFO - 08:23:58: ... 3%|▎ | 1/30 [00:00<00:00, 322.49 it/sec, obj=-.566]
INFO - 08:23:58:
INFO - 08:23:58:
INFO - 08:23:58: Optimization result:
INFO - 08:23:58: Optimizer info:
INFO - 08:23:58: Status: 8
INFO - 08:23:58: Message: Positive directional derivative for linesearch
INFO - 08:23:58: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:58: Solution:
INFO - 08:23:58: The solution is feasible.
INFO - 08:23:58: Objective: -0.5660121633284011
INFO - 08:23:58: Standardized constraints:
INFO - 08:23:58: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 08:23:58: -0.10279135]
INFO - 08:23:58: Design space:
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:58: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:58: +--------+-------------+-------+-------------+-------+
INFO - 08:23:58: *** End StructureScenario execution (time: 0:00:00.021001) ***
INFO - 08:23:58: ... 58%|█████▊ | 29/50 [00:08<00:06, 3.28 it/sec, obj=-3.93e+3]
INFO - 08:23:59:
INFO - 08:23:59: *** Start PropulsionScenario execution ***
INFO - 08:23:59: PropulsionScenario
INFO - 08:23:59: Disciplines: SobieskiPropulsion
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize y_34(x_3)
INFO - 08:23:59: with respect to x_3
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_3(x_3) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1569735643304175 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 1830.77 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 7%|▋ | 2/30 [00:00<00:00, 437.27 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 10%|█ | 3/30 [00:00<00:00, 481.46 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 13%|█▎ | 4/30 [00:00<00:00, 409.16 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 17%|█▋ | 5/30 [00:00<00:00, 341.84 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 20%|██ | 6/30 [00:00<00:00, 358.25 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: None
INFO - 08:23:59: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 9
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: 0.9240568558468601
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_3 = [-0.7659489 -0.2340511 0. -0.183255 ]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562826012928182 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: *** End PropulsionScenario execution (time: 0:00:00.028739) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start AerodynamicsScenario execution ***
INFO - 08:23:59: AerodynamicsScenario
INFO - 08:23:59: Disciplines: SobieskiAerodynamics
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_24(x_2)
INFO - 08:23:59: with respect to x_2
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_2(x_2) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 842.74 it/sec, obj=-8.05]
INFO - 08:23:59:
WARNING - 08:23:59: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
WARNING - 08:23:59: The solution is not feasible.
INFO - 08:23:59: Objective: -8.049124030999952
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_2 = 0.0008826396484502563
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End AerodynamicsScenario execution (time: 0:00:00.015215) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start StructureScenario execution ***
INFO - 08:23:59: StructureScenario
INFO - 08:23:59: Disciplines: SobieskiStructure
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_11(x_1)
INFO - 08:23:59: with respect to x_1
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_1(x_1) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 330.55 it/sec, obj=-.567]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -0.5669939350251024
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_1 = [-0.02079828 -0.03531624 -0.0457812 -0.05308609 -0.05838348 -0.13714173
INFO - 08:23:59: -0.10285827]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End StructureScenario execution (time: 0:00:00.020353) ***
INFO - 08:23:59: ... 60%|██████ | 30/50 [00:09<00:06, 3.32 it/sec, obj=-3.97e+3]
INFO - 08:23:59:
INFO - 08:23:59: *** Start PropulsionScenario execution ***
INFO - 08:23:59: PropulsionScenario
INFO - 08:23:59: Disciplines: SobieskiPropulsion
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize y_34(x_3)
INFO - 08:23:59: with respect to x_3
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_3(x_3) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562826012928182 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 929.79 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 7%|▋ | 2/30 [00:00<00:00, 392.23 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 10%|█ | 3/30 [00:00<00:00, 444.06 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 13%|█▎ | 4/30 [00:00<00:00, 388.93 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 17%|█▋ | 5/30 [00:00<00:00, 363.90 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 9
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: 0.9239339340322452
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_3 = [-7.66827853e-01 -2.33172147e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562450052237469 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: *** End PropulsionScenario execution (time: 0:00:00.033158) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start AerodynamicsScenario execution ***
INFO - 08:23:59: AerodynamicsScenario
INFO - 08:23:59: Disciplines: SobieskiAerodynamics
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_24(x_2)
INFO - 08:23:59: with respect to x_2
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_2(x_2) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 845.28 it/sec, obj=-8.05]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -8.054505555080496
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_2 = -0.0001259774961595017
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End AerodynamicsScenario execution (time: 0:00:00.014835) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start StructureScenario execution ***
INFO - 08:23:59: StructureScenario
INFO - 08:23:59: Disciplines: SobieskiStructure
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_11(x_1)
INFO - 08:23:59: with respect to x_1
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_1(x_1) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 321.92 it/sec, obj=-.566]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -0.5658717830568343
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_1 = [-0.01766984 -0.03306492 -0.04403057 -0.05165576 -0.05717497 -0.13720825
INFO - 08:23:59: -0.10279175]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End StructureScenario execution (time: 0:00:00.020500) ***
INFO - 08:23:59: ... 62%|██████▏ | 31/50 [00:09<00:05, 3.35 it/sec, obj=-3.96e+3]
INFO - 08:23:59:
INFO - 08:23:59: *** Start PropulsionScenario execution ***
INFO - 08:23:59: PropulsionScenario
INFO - 08:23:59: Disciplines: SobieskiPropulsion
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize y_34(x_3)
INFO - 08:23:59: with respect to x_3
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_3(x_3) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562450052237469 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 1714.06 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 7%|▋ | 2/30 [00:00<00:00, 434.46 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 10%|█ | 3/30 [00:00<00:00, 396.55 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 13%|█▎ | 4/30 [00:00<00:00, 365.96 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: None
INFO - 08:23:59: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 7
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: 0.9239386524437929
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_3 = [-7.66572163e-01 -2.33427837e-01 -3.33066907e-16 -1.83255000e-01]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562464474849996 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: *** End PropulsionScenario execution (time: 0:00:00.022993) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start AerodynamicsScenario execution ***
INFO - 08:23:59: AerodynamicsScenario
INFO - 08:23:59: Disciplines: SobieskiAerodynamics
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_24(x_2)
INFO - 08:23:59: with respect to x_2
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_2(x_2) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 854.59 it/sec, obj=-8.05]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -8.053751697367987
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_2 = -0.00011307823289885555
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End AerodynamicsScenario execution (time: 0:00:00.014755) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start StructureScenario execution ***
INFO - 08:23:59: StructureScenario
INFO - 08:23:59: Disciplines: SobieskiStructure
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_11(x_1)
INFO - 08:23:59: with respect to x_1
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_1(x_1) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 322.66 it/sec, obj=-.566]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -0.5657363150062684
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_1 = [-0.01771027 -0.03309422 -0.04405343 -0.05167447 -0.0571908 -0.13720633
INFO - 08:23:59: -0.10279367]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End StructureScenario execution (time: 0:00:00.020450) ***
INFO - 08:23:59: ... 64%|██████▍ | 32/50 [00:09<00:05, 3.39 it/sec, obj=-3.96e+3]
INFO - 08:23:59:
INFO - 08:23:59: *** Start PropulsionScenario execution ***
INFO - 08:23:59: PropulsionScenario
INFO - 08:23:59: Disciplines: SobieskiPropulsion
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize y_34(x_3)
INFO - 08:23:59: with respect to x_3
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_3(x_3) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562464474849996 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 1822.82 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 7%|▋ | 2/30 [00:00<00:00, 435.25 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 10%|█ | 3/30 [00:00<00:00, 337.83 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 13%|█▎ | 4/30 [00:00<00:00, 363.42 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: None
INFO - 08:23:59: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 8
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: 0.9239450876081343
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_3 = [-7.66177496e-01 -2.33822504e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562484146138013 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: *** End PropulsionScenario execution (time: 0:00:00.023317) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start AerodynamicsScenario execution ***
INFO - 08:23:59: AerodynamicsScenario
INFO - 08:23:59: Disciplines: SobieskiAerodynamics
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_24(x_2)
INFO - 08:23:59: with respect to x_2
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_2(x_2) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 860.19 it/sec, obj=-8.05]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -8.051409230252824
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_2 = -0.0001716833030158682
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End AerodynamicsScenario execution (time: 0:00:00.013704) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start StructureScenario execution ***
INFO - 08:23:59: StructureScenario
INFO - 08:23:59: Disciplines: SobieskiStructure
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_11(x_1)
INFO - 08:23:59: with respect to x_1
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_1(x_1) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 322.47 it/sec, obj=-.565]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -0.5653857905081654
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_1 = [-0.01753174 -0.03296546 -0.0439532 -0.05159254 -0.05712154 -0.13720823
INFO - 08:23:59: -0.10279177]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End StructureScenario execution (time: 0:00:00.020372) ***
INFO - 08:23:59: ... 66%|██████▌ | 33/50 [00:09<00:04, 3.43 it/sec, obj=-3.95e+3]
INFO - 08:23:59:
INFO - 08:23:59: *** Start PropulsionScenario execution ***
INFO - 08:23:59: PropulsionScenario
INFO - 08:23:59: Disciplines: SobieskiPropulsion
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize y_34(x_3)
INFO - 08:23:59: with respect to x_3
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_3(x_3) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562484146138013 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 1931.08 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 7%|▋ | 2/30 [00:00<00:00, 445.26 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 10%|█ | 3/30 [00:00<00:00, 492.44 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 13%|█▎ | 4/30 [00:00<00:00, 418.72 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 17%|█▋ | 5/30 [00:00<00:00, 382.48 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 20%|██ | 6/30 [00:00<00:00, 368.04 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: None
INFO - 08:23:59: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 8
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: 0.9239370818012884
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_3 = [-7.64322124e-01 -2.35677876e-01 1.37039326e-05 -1.83255000e-01]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562484146138013 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: *** End PropulsionScenario execution (time: 0:00:00.028105) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start AerodynamicsScenario execution ***
INFO - 08:23:59: AerodynamicsScenario
INFO - 08:23:59: Disciplines: SobieskiAerodynamics
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_24(x_2)
INFO - 08:23:59: with respect to x_2
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_2(x_2) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 833.36 it/sec, obj=-8.04]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -8.043072770239572
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_2 = -0.00015296975300738147
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End AerodynamicsScenario execution (time: 0:00:00.015158) ***
INFO - 08:23:59:
INFO - 08:23:59: *** Start StructureScenario execution ***
INFO - 08:23:59: StructureScenario
INFO - 08:23:59: Disciplines: SobieskiStructure
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize -y_11(x_1)
INFO - 08:23:59: with respect to x_1
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_1(x_1) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 324.59 it/sec, obj=-.564]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: 8
INFO - 08:23:59: Message: Positive directional derivative for linesearch
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 2
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: -0.5642962163539958
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_1 = [-0.01758936 -0.03300711 -0.04398566 -0.05161908 -0.05714399 -0.13720676
INFO - 08:23:59: -0.10279324]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:23:59: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:23:59: +--------+-------------+-------+-------------+-------+
INFO - 08:23:59: *** End StructureScenario execution (time: 0:00:00.020623) ***
INFO - 08:23:59: ... 68%|██████▊ | 34/50 [00:09<00:04, 3.47 it/sec, obj=-3.94e+3]
INFO - 08:23:59:
INFO - 08:23:59: *** Start PropulsionScenario execution ***
INFO - 08:23:59: PropulsionScenario
INFO - 08:23:59: Disciplines: SobieskiPropulsion
INFO - 08:23:59: MDO formulation: DisciplinaryOpt
INFO - 08:23:59: Optimization problem:
INFO - 08:23:59: minimize y_34(x_3)
INFO - 08:23:59: with respect to x_3
INFO - 08:23:59: subject to constraints:
INFO - 08:23:59: g_3(x_3) <= 0.0
INFO - 08:23:59: over the design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562484146138013 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: Solving optimization problem with algorithm SLSQP:
INFO - 08:23:59: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:23:59:
INFO - 08:23:59: ... 3%|▎ | 1/30 [00:00<00:00, 1745.44 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 7%|▋ | 2/30 [00:00<00:00, 437.86 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 10%|█ | 3/30 [00:00<00:00, 398.33 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59: ... 13%|█▎ | 4/30 [00:00<00:00, 363.09 it/sec, obj=0.924]
INFO - 08:23:59:
INFO - 08:23:59:
INFO - 08:23:59: Optimization result:
INFO - 08:23:59: Optimizer info:
INFO - 08:23:59: Status: None
INFO - 08:23:59: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:23:59: Number of calls to the objective function by the optimizer: 5
INFO - 08:23:59: Solution:
INFO - 08:23:59: The solution is feasible.
INFO - 08:23:59: Objective: 0.9240587614841845
INFO - 08:23:59: Standardized constraints:
INFO - 08:23:59: g_3 = [-7.65309777e-01 -2.34690223e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:23:59: Design space:
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | name | lower_bound | value | upper_bound | type |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: | x_3 | 0.1 | 0.1562831845148063 | 1 | float |
INFO - 08:23:59: +------+-------------+--------------------+-------------+-------+
INFO - 08:23:59: *** End PropulsionScenario execution (time: 0:00:00.022862) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start AerodynamicsScenario execution ***
INFO - 08:24:00: AerodynamicsScenario
INFO - 08:24:00: Disciplines: SobieskiAerodynamics
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_24(x_2)
INFO - 08:24:00: with respect to x_2
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_2(x_2) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 777.01 it/sec, obj=-8.06]
INFO - 08:24:00:
WARNING - 08:24:00: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
WARNING - 08:24:00: The solution is not feasible.
INFO - 08:24:00: Objective: -8.056260616459241
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_2 = 0.001246639674936878
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End AerodynamicsScenario execution (time: 0:00:00.015529) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start StructureScenario execution ***
INFO - 08:24:00: StructureScenario
INFO - 08:24:00: Disciplines: SobieskiStructure
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_11(x_1)
INFO - 08:24:00: with respect to x_1
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_1(x_1) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 316.98 it/sec, obj=-.567]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -0.5674939378648898
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_1 = [-0.02192229 -0.03611789 -0.04640205 -0.05359219 -0.05881046 -0.13714579
INFO - 08:24:00: -0.10285421]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End StructureScenario execution (time: 0:00:00.021247) ***
INFO - 08:24:00: ... 70%|███████ | 35/50 [00:09<00:04, 3.51 it/sec, obj=-3.97e+3]
INFO - 08:24:00:
INFO - 08:24:00: *** Start PropulsionScenario execution ***
INFO - 08:24:00: PropulsionScenario
INFO - 08:24:00: Disciplines: SobieskiPropulsion
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize y_34(x_3)
INFO - 08:24:00: with respect to x_3
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_3(x_3) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562831845148063 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 1787.09 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 7%|▋ | 2/30 [00:00<00:00, 434.62 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 10%|█ | 3/30 [00:00<00:00, 480.39 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 13%|█▎ | 4/30 [00:00<00:00, 340.74 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 6
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: 0.9240130559445365
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_3 = [-7.63213964e-01 -2.36786036e-01 7.82909243e-05 -1.83255000e-01]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562831845148063 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: *** End PropulsionScenario execution (time: 0:00:00.025824) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start AerodynamicsScenario execution ***
INFO - 08:24:00: AerodynamicsScenario
INFO - 08:24:00: Disciplines: SobieskiAerodynamics
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_24(x_2)
INFO - 08:24:00: with respect to x_2
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_2(x_2) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 1883.39 it/sec, obj=-8.06]
INFO - 08:24:00:
INFO - 08:24:00: ... 7%|▋ | 2/30 [00:00<00:00, 416.66 it/sec, obj=-8.06]
INFO - 08:24:00:
INFO - 08:24:00: ... 10%|█ | 3/30 [00:00<00:00, 457.44 it/sec, obj=-8.06]
INFO - 08:24:00:
INFO - 08:24:00: ... 13%|█▎ | 4/30 [00:00<00:00, 471.64 it/sec, obj=-8.06]
INFO - 08:24:00:
INFO - 08:24:00: ... 17%|█▋ | 5/30 [00:00<00:00, 482.16 it/sec, obj=-8.06]
INFO - 08:24:00:
INFO - 08:24:00: ... 20%|██ | 6/30 [00:00<00:00, 488.51 it/sec, obj=-8.06]
INFO - 08:24:00:
INFO - 08:24:00: ... 23%|██▎ | 7/30 [00:00<00:00, 342.74 it/sec, obj=-8.06]
INFO - 08:24:00:
WARNING - 08:24:00: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 266
INFO - 08:24:00: Solution:
WARNING - 08:24:00: The solution is not feasible.
INFO - 08:24:00: Objective: -8.055268899023858
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_2 = 0.0024209803470320868
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End AerodynamicsScenario execution (time: 0:00:00.066961) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start StructureScenario execution ***
INFO - 08:24:00: StructureScenario
INFO - 08:24:00: Disciplines: SobieskiStructure
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_11(x_1)
INFO - 08:24:00: with respect to x_1
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_1(x_1) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 1683.11 it/sec, obj=-.569]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -0.568938732047312
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_1 = [-0.02559193 -0.03871703 -0.04840868 -0.05522498 -0.06018639 -0.13717979
INFO - 08:24:00: -0.10282021]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End StructureScenario execution (time: 0:00:00.018698) ***
INFO - 08:24:00: ... 72%|███████▏ | 36/50 [00:10<00:03, 3.53 it/sec, obj=-3.98e+3]
INFO - 08:24:00:
INFO - 08:24:00: *** Start PropulsionScenario execution ***
INFO - 08:24:00: PropulsionScenario
INFO - 08:24:00: Disciplines: SobieskiPropulsion
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize y_34(x_3)
INFO - 08:24:00: with respect to x_3
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_3(x_3) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562831845148063 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 1696.72 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 7%|▋ | 2/30 [00:00<00:00, 432.02 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 10%|█ | 3/30 [00:00<00:00, 481.86 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 13%|█▎ | 4/30 [00:00<00:00, 411.60 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 17%|█▋ | 5/30 [00:00<00:00, 380.04 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 20%|██ | 6/30 [00:00<00:00, 360.84 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: None
INFO - 08:24:00: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 7
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: 0.9239330847904542
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_3 = [-7.67186722e-01 -2.32813278e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: *** End PropulsionScenario execution (time: 0:00:00.028531) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start AerodynamicsScenario execution ***
INFO - 08:24:00: AerodynamicsScenario
INFO - 08:24:00: Disciplines: SobieskiAerodynamics
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_24(x_2)
INFO - 08:24:00: with respect to x_2
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_2(x_2) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 816.97 it/sec, obj=-8.05]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -8.053958508617187
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_2 = 0.0
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End AerodynamicsScenario execution (time: 0:00:00.014949) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start StructureScenario execution ***
INFO - 08:24:00: StructureScenario
INFO - 08:24:00: Disciplines: SobieskiStructure
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_11(x_1)
INFO - 08:24:00: with respect to x_1
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_1(x_1) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 316.15 it/sec, obj=-.566]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -0.5661587635728854
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_1 = [-0.0178897 -0.03320041 -0.04412804 -0.05173174 -0.05723718 -0.13742757
INFO - 08:24:00: -0.10257243]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End StructureScenario execution (time: 0:00:00.020995) ***
INFO - 08:24:00: ... 74%|███████▍ | 37/50 [00:10<00:03, 3.56 it/sec, obj=-3.96e+3]
INFO - 08:24:00:
INFO - 08:24:00: *** Start PropulsionScenario execution ***
INFO - 08:24:00: PropulsionScenario
INFO - 08:24:00: Disciplines: SobieskiPropulsion
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize y_34(x_3)
INFO - 08:24:00: with respect to x_3
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_3(x_3) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 1866.62 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 7%|▋ | 2/30 [00:00<00:00, 440.51 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 10%|█ | 3/30 [00:00<00:00, 488.32 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: None
INFO - 08:24:00: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 4
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: 0.9239330847904542
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_3 = [-7.67186948e-01 -2.32813052e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: *** End PropulsionScenario execution (time: 0:00:00.018085) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start AerodynamicsScenario execution ***
INFO - 08:24:00: AerodynamicsScenario
INFO - 08:24:00: Disciplines: SobieskiAerodynamics
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_24(x_2)
INFO - 08:24:00: with respect to x_2
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_2(x_2) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 841.55 it/sec, obj=-8.05]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -8.04781856654709
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_2 = 0.0
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End AerodynamicsScenario execution (time: 0:00:00.014801) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start StructureScenario execution ***
INFO - 08:24:00: StructureScenario
INFO - 08:24:00: Disciplines: SobieskiStructure
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_11(x_1)
INFO - 08:24:00: with respect to x_1
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_1(x_1) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 320.91 it/sec, obj=-.566]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -0.5657358107441277
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_1 = [-0.01755144 -0.03290933 -0.04388514 -0.05152562 -0.05705886 -0.13788735
INFO - 08:24:00: -0.10211265]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End StructureScenario execution (time: 0:00:00.020661) ***
INFO - 08:24:00: ... 76%|███████▌ | 38/50 [00:10<00:03, 3.60 it/sec, obj=-3.95e+3]
INFO - 08:24:00:
INFO - 08:24:00: *** Start PropulsionScenario execution ***
INFO - 08:24:00: PropulsionScenario
INFO - 08:24:00: Disciplines: SobieskiPropulsion
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize y_34(x_3)
INFO - 08:24:00: with respect to x_3
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_3(x_3) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 1938.22 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 7%|▋ | 2/30 [00:00<00:00, 450.90 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 10%|█ | 3/30 [00:00<00:00, 497.66 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: None
INFO - 08:24:00: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 4
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: 0.9239330847904542
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_3 = [-7.67187181e-01 -2.32812819e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: *** End PropulsionScenario execution (time: 0:00:00.017698) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start AerodynamicsScenario execution ***
INFO - 08:24:00: AerodynamicsScenario
INFO - 08:24:00: Disciplines: SobieskiAerodynamics
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_24(x_2)
INFO - 08:24:00: with respect to x_2
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_2(x_2) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 828.26 it/sec, obj=-8.04]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -8.042988170364897
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_2 = 0.0
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End AerodynamicsScenario execution (time: 0:00:00.015143) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start StructureScenario execution ***
INFO - 08:24:00: StructureScenario
INFO - 08:24:00: Disciplines: SobieskiStructure
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_11(x_1)
INFO - 08:24:00: with respect to x_1
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_1(x_1) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 297.57 it/sec, obj=-.565]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -0.5654201686840538
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_1 = [-0.01730084 -0.03269369 -0.0437052 -0.05137292 -0.05692675 -0.13822839
INFO - 08:24:00: -0.10177161]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End StructureScenario execution (time: 0:00:00.021070) ***
INFO - 08:24:00: ... 78%|███████▊ | 39/50 [00:10<00:03, 3.63 it/sec, obj=-3.95e+3]
INFO - 08:24:00:
INFO - 08:24:00: *** Start PropulsionScenario execution ***
INFO - 08:24:00: PropulsionScenario
INFO - 08:24:00: Disciplines: SobieskiPropulsion
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize y_34(x_3)
INFO - 08:24:00: with respect to x_3
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_3(x_3) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 1897.02 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 7%|▋ | 2/30 [00:00<00:00, 425.39 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 10%|█ | 3/30 [00:00<00:00, 390.69 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00: ... 13%|█▎ | 4/30 [00:00<00:00, 356.28 it/sec, obj=0.924]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: None
INFO - 08:24:00: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 7
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: 0.9240155423713895
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_3 = [-0.76714556 -0.23285444 0. -0.18324179]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: | x_3 | 0.1 | 0.1562586961828198 | 1 | float |
INFO - 08:24:00: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:00: *** End PropulsionScenario execution (time: 0:00:00.023010) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start AerodynamicsScenario execution ***
INFO - 08:24:00: AerodynamicsScenario
INFO - 08:24:00: Disciplines: SobieskiAerodynamics
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_24(x_2)
INFO - 08:24:00: with respect to x_2
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_2(x_2) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 801.97 it/sec, obj=-8.06]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -8.056535211782654
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_2 = 0.0
INFO - 08:24:00: Design space:
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End AerodynamicsScenario execution (time: 0:00:00.014870) ***
INFO - 08:24:00:
INFO - 08:24:00: *** Start StructureScenario execution ***
INFO - 08:24:00: StructureScenario
INFO - 08:24:00: Disciplines: SobieskiStructure
INFO - 08:24:00: MDO formulation: DisciplinaryOpt
INFO - 08:24:00: Optimization problem:
INFO - 08:24:00: minimize -y_11(x_1)
INFO - 08:24:00: with respect to x_1
INFO - 08:24:00: subject to constraints:
INFO - 08:24:00: g_1(x_1) <= 0.0
INFO - 08:24:00: over the design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:00: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:00:
INFO - 08:24:00: ... 3%|▎ | 1/30 [00:00<00:00, 320.08 it/sec, obj=-.566]
INFO - 08:24:00:
INFO - 08:24:00:
INFO - 08:24:00: Optimization result:
INFO - 08:24:00: Optimizer info:
INFO - 08:24:00: Status: 8
INFO - 08:24:00: Message: Positive directional derivative for linesearch
INFO - 08:24:00: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:00: Solution:
INFO - 08:24:00: The solution is feasible.
INFO - 08:24:00: Objective: -0.5663600223483964
INFO - 08:24:00: Standardized constraints:
INFO - 08:24:00: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 08:24:00: -0.10279135]
INFO - 08:24:00: Design space:
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:00: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:00: +--------+-------------+-------+-------------+-------+
INFO - 08:24:00: *** End StructureScenario execution (time: 0:00:00.020614) ***
INFO - 08:24:01: ... 80%|████████ | 40/50 [00:10<00:02, 3.67 it/sec, obj=-3.96e+3]
INFO - 08:24:01:
INFO - 08:24:01: *** Start PropulsionScenario execution ***
INFO - 08:24:01: PropulsionScenario
INFO - 08:24:01: Disciplines: SobieskiPropulsion
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize y_34(x_3)
INFO - 08:24:01: with respect to x_3
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_3(x_3) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1562586961828198 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 1648.70 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 7%|▋ | 2/30 [00:00<00:00, 433.41 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 10%|█ | 3/30 [00:00<00:00, 479.06 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 13%|█▎ | 4/30 [00:00<00:00, 409.98 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 17%|█▋ | 5/30 [00:00<00:00, 378.71 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 20%|██ | 6/30 [00:00<00:00, 360.47 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: None
INFO - 08:24:01: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 7
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: 0.9239686048990369
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_3 = [-7.67171858e-01 -2.32828142e-01 1.73102028e-05 -1.83255000e-01]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1562586961828198 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: *** End PropulsionScenario execution (time: 0:00:00.028614) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start AerodynamicsScenario execution ***
INFO - 08:24:01: AerodynamicsScenario
INFO - 08:24:01: Disciplines: SobieskiAerodynamics
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_24(x_2)
INFO - 08:24:01: with respect to x_2
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_2(x_2) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 1906.50 it/sec, obj=-8.06]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -8.056745208133067
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_2 = 8.805810840062378e-06
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End AerodynamicsScenario execution (time: 0:00:00.014379) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start StructureScenario execution ***
INFO - 08:24:01: StructureScenario
INFO - 08:24:01: Disciplines: SobieskiStructure
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_11(x_1)
INFO - 08:24:01: with respect to x_1
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_1(x_1) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 1744.72 it/sec, obj=-.566]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -0.5663760001121093
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_1 = [-0.01807779 -0.03335849 -0.04425886 -0.05184228 -0.05733256 -0.13720843
INFO - 08:24:01: -0.10279157]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End StructureScenario execution (time: 0:00:00.018133) ***
INFO - 08:24:01: ... 82%|████████▏ | 41/50 [00:11<00:02, 3.70 it/sec, obj=-3.96e+3]
INFO - 08:24:01:
INFO - 08:24:01: *** Start PropulsionScenario execution ***
INFO - 08:24:01: PropulsionScenario
INFO - 08:24:01: Disciplines: SobieskiPropulsion
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize y_34(x_3)
INFO - 08:24:01: with respect to x_3
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_3(x_3) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1562586961828198 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 951.52 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 7%|▋ | 2/30 [00:00<00:00, 396.55 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 10%|█ | 3/30 [00:00<00:00, 449.87 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 13%|█▎ | 4/30 [00:00<00:00, 394.77 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 17%|█▋ | 5/30 [00:00<00:00, 369.91 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 8
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: 0.9239451810594393
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_3 = [-7.67615422e-01 -2.32384578e-01 5.74125333e-05 -1.83255000e-01]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1562586961828198 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: *** End PropulsionScenario execution (time: 0:00:00.027281) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start AerodynamicsScenario execution ***
INFO - 08:24:01: AerodynamicsScenario
INFO - 08:24:01: Disciplines: SobieskiAerodynamics
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_24(x_2)
INFO - 08:24:01: with respect to x_2
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_2(x_2) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 1855.07 it/sec, obj=-8.06]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -8.058845797480751
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_2 = -1.73258759983419e-06
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End AerodynamicsScenario execution (time: 0:00:00.014211) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start StructureScenario execution ***
INFO - 08:24:01: StructureScenario
INFO - 08:24:01: Disciplines: SobieskiStructure
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_11(x_1)
INFO - 08:24:01: with respect to x_1
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_1(x_1) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 325.42 it/sec, obj=-.566]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -0.5660584591876601
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_1 = [-0.01810506 -0.03338646 -0.04428351 -0.05186376 -0.05735144 -0.13712807
INFO - 08:24:01: -0.10287193]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End StructureScenario execution (time: 0:00:00.021291) ***
INFO - 08:24:01: ... 84%|████████▍ | 42/50 [00:11<00:02, 3.74 it/sec, obj=-3.96e+3]
INFO - 08:24:01:
INFO - 08:24:01: *** Start PropulsionScenario execution ***
INFO - 08:24:01: PropulsionScenario
INFO - 08:24:01: Disciplines: SobieskiPropulsion
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize y_34(x_3)
INFO - 08:24:01: with respect to x_3
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_3(x_3) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1562586961828198 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 1807.89 it/sec, obj=0.925]
INFO - 08:24:01:
INFO - 08:24:01: ... 7%|▋ | 2/30 [00:00<00:00, 435.07 it/sec, obj=0.925]
INFO - 08:24:01:
INFO - 08:24:01: ... 10%|█ | 3/30 [00:00<00:00, 396.85 it/sec, obj=0.925]
INFO - 08:24:01:
INFO - 08:24:01: ... 13%|█▎ | 4/30 [00:00<00:00, 363.80 it/sec, obj=0.925]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: None
INFO - 08:24:01: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 5
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: 0.9250211286076014
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_3 = [-7.66784144e-01 -2.33215856e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1565791903250239 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: *** End PropulsionScenario execution (time: 0:00:00.023018) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start AerodynamicsScenario execution ***
INFO - 08:24:01: AerodynamicsScenario
INFO - 08:24:01: Disciplines: SobieskiAerodynamics
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_24(x_2)
INFO - 08:24:01: with respect to x_2
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_2(x_2) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 789.29 it/sec, obj=-8.04]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -8.040025344177474
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_2 = 6.846222577294725e-06
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End AerodynamicsScenario execution (time: 0:00:00.020426) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start StructureScenario execution ***
INFO - 08:24:01: StructureScenario
INFO - 08:24:01: Disciplines: SobieskiStructure
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_11(x_1)
INFO - 08:24:01: with respect to x_1
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_1(x_1) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 330.31 it/sec, obj=-.566]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -0.5663092469871336
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_1 = [-0.01807465 -0.03335663 -0.04425754 -0.05184127 -0.05733174 -0.13720463
INFO - 08:24:01: -0.10279537]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End StructureScenario execution (time: 0:00:00.020519) ***
INFO - 08:24:01: ... 86%|████████▌ | 43/50 [00:11<00:01, 3.75 it/sec, obj=-3.95e+3]
INFO - 08:24:01:
INFO - 08:24:01: *** Start PropulsionScenario execution ***
INFO - 08:24:01: PropulsionScenario
INFO - 08:24:01: Disciplines: SobieskiPropulsion
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize y_34(x_3)
INFO - 08:24:01: with respect to x_3
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_3(x_3) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1565791903250239 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 1714.76 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 7%|▋ | 2/30 [00:00<00:00, 432.96 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 10%|█ | 3/30 [00:00<00:00, 465.34 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 13%|█▎ | 4/30 [00:00<00:00, 396.58 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 5
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: 0.924478088557637
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_3 = [-7.66917185e-01 -2.33082815e-01 -3.33066907e-16 -1.83167629e-01]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1563370656314928 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: *** End PropulsionScenario execution (time: 0:00:00.023977) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start AerodynamicsScenario execution ***
INFO - 08:24:01: AerodynamicsScenario
INFO - 08:24:01: Disciplines: SobieskiAerodynamics
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_24(x_2)
INFO - 08:24:01: with respect to x_2
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_2(x_2) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 815.85 it/sec, obj=-8.05]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -8.047865837104876
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_2 = 0.0
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End AerodynamicsScenario execution (time: 0:00:00.014934) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start StructureScenario execution ***
INFO - 08:24:01: StructureScenario
INFO - 08:24:01: Disciplines: SobieskiStructure
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_11(x_1)
INFO - 08:24:01: with respect to x_1
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_1(x_1) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 332.70 it/sec, obj=-.566]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -0.5662848637296173
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 08:24:01: -0.10279135]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:01: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +--------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End StructureScenario execution (time: 0:00:00.020468) ***
WARNING - 08:24:01: MDAJacobi has reached its maximum number of iterations but the normed residual 3.8001101574110354e-14 is still above the tolerance 1e-14.
INFO - 08:24:01: ... 88%|████████▊ | 44/50 [00:11<00:01, 3.75 it/sec, obj=-3.96e+3]
INFO - 08:24:01:
INFO - 08:24:01: *** Start PropulsionScenario execution ***
INFO - 08:24:01: PropulsionScenario
INFO - 08:24:01: Disciplines: SobieskiPropulsion
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize y_34(x_3)
INFO - 08:24:01: with respect to x_3
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_3(x_3) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1563370656314928 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 1841.22 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 7%|▋ | 2/30 [00:00<00:00, 438.71 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 10%|█ | 3/30 [00:00<00:00, 486.79 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 13%|█▎ | 4/30 [00:00<00:00, 412.23 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 17%|█▋ | 5/30 [00:00<00:00, 381.01 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01: ... 20%|██ | 6/30 [00:00<00:00, 361.97 it/sec, obj=0.924]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: None
INFO - 08:24:01: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 7
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: 0.9239484242102134
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_3 = [-7.67558550e-01 -2.32441450e-01 2.22044605e-16 -1.83255000e-01]
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: | x_3 | 0.1 | 0.1562494346122365 | 1 | float |
INFO - 08:24:01: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:01: *** End PropulsionScenario execution (time: 0:00:00.028674) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start AerodynamicsScenario execution ***
INFO - 08:24:01: AerodynamicsScenario
INFO - 08:24:01: Disciplines: SobieskiAerodynamics
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:01: Optimization problem:
INFO - 08:24:01: minimize -y_24(x_2)
INFO - 08:24:01: with respect to x_2
INFO - 08:24:01: subject to constraints:
INFO - 08:24:01: g_2(x_2) <= 0.0
INFO - 08:24:01: over the design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:01: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:01:
INFO - 08:24:01: ... 3%|▎ | 1/30 [00:00<00:00, 760.39 it/sec, obj=-8.06]
INFO - 08:24:01:
INFO - 08:24:01:
INFO - 08:24:01: Optimization result:
INFO - 08:24:01: Optimizer info:
INFO - 08:24:01: Status: 8
INFO - 08:24:01: Message: Positive directional derivative for linesearch
INFO - 08:24:01: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:01: Solution:
INFO - 08:24:01: The solution is feasible.
INFO - 08:24:01: Objective: -8.057942332050649
INFO - 08:24:01: Standardized constraints:
INFO - 08:24:01: g_2 = -8.033740557467084e-06
INFO - 08:24:01: Design space:
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:01: +------+-------------+-------+-------------+-------+
INFO - 08:24:01: *** End AerodynamicsScenario execution (time: 0:00:00.015477) ***
INFO - 08:24:01:
INFO - 08:24:01: *** Start StructureScenario execution ***
INFO - 08:24:01: StructureScenario
INFO - 08:24:01: Disciplines: SobieskiStructure
INFO - 08:24:01: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_11(x_1)
INFO - 08:24:02: with respect to x_1
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_1(x_1) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 320.05 it/sec, obj=-.566]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -0.566054301128594
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_1 = [-0.01808201 -0.03336931 -0.04426998 -0.05185262 -0.05734198 -0.13713346
INFO - 08:24:02: -0.10286654]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End StructureScenario execution (time: 0:00:00.020900) ***
INFO - 08:24:02: ... 90%|█████████ | 45/50 [00:11<00:01, 3.77 it/sec, obj=-3.96e+3]
INFO - 08:24:02:
INFO - 08:24:02: *** Start PropulsionScenario execution ***
INFO - 08:24:02: PropulsionScenario
INFO - 08:24:02: Disciplines: SobieskiPropulsion
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize y_34(x_3)
INFO - 08:24:02: with respect to x_3
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_3(x_3) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562494346122365 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1840.41 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 7%|▋ | 2/30 [00:00<00:00, 438.21 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 10%|█ | 3/30 [00:00<00:00, 486.16 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 13%|█▎ | 4/30 [00:00<00:00, 415.24 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 17%|█▋ | 5/30 [00:00<00:00, 347.31 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 20%|██ | 6/30 [00:00<00:00, 364.34 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: None
INFO - 08:24:02: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 10
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: 0.9239431385319572
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_3 = [-7.67475734e-01 -2.32524266e-01 9.04799878e-06 -1.83255000e-01]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562494346122365 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: *** End PropulsionScenario execution (time: 0:00:00.028768) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start AerodynamicsScenario execution ***
INFO - 08:24:02: AerodynamicsScenario
INFO - 08:24:02: Disciplines: SobieskiAerodynamics
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_24(x_2)
INFO - 08:24:02: with respect to x_2
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_2(x_2) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1897.02 it/sec, obj=-8.06]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -8.058532673340416
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_2 = -3.417256228432919e-06
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End AerodynamicsScenario execution (time: 0:00:00.014396) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start StructureScenario execution ***
INFO - 08:24:02: StructureScenario
INFO - 08:24:02: Disciplines: SobieskiStructure
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_11(x_1)
INFO - 08:24:02: with respect to x_1
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_1(x_1) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1773.49 it/sec, obj=-.566]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -0.5661347090018393
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_1 = [-0.01808364 -0.03336875 -0.04426894 -0.05185149 -0.05734087 -0.13715021
INFO - 08:24:02: -0.10284979]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End StructureScenario execution (time: 0:00:00.018426) ***
INFO - 08:24:02: ... 92%|█████████▏| 46/50 [00:12<00:01, 3.80 it/sec, obj=-3.96e+3]
INFO - 08:24:02:
INFO - 08:24:02: *** Start PropulsionScenario execution ***
INFO - 08:24:02: PropulsionScenario
INFO - 08:24:02: Disciplines: SobieskiPropulsion
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize y_34(x_3)
INFO - 08:24:02: with respect to x_3
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_3(x_3) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562494346122365 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1864.14 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 7%|▋ | 2/30 [00:00<00:00, 439.56 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 3
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: 0.923948926399915
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_3 = [-0.767815 -0.232185 0. -0.183255]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562495881345509 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: *** End PropulsionScenario execution (time: 0:00:00.018144) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start AerodynamicsScenario execution ***
INFO - 08:24:02: AerodynamicsScenario
INFO - 08:24:02: Disciplines: SobieskiAerodynamics
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_24(x_2)
INFO - 08:24:02: with respect to x_2
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_2(x_2) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 828.10 it/sec, obj=-8.06]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -8.05990219839784
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_2 = -2.162021519480639e-05
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End AerodynamicsScenario execution (time: 0:00:00.015530) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start StructureScenario execution ***
INFO - 08:24:02: StructureScenario
INFO - 08:24:02: Disciplines: SobieskiStructure
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_11(x_1)
INFO - 08:24:02: with respect to x_1
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_1(x_1) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 318.02 it/sec, obj=-.566]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -0.5658635662415427
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_1 = [-0.01807616 -0.03337006 -0.04427228 -0.0518553 -0.05734468 -0.13708561
INFO - 08:24:02: -0.10291439]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End StructureScenario execution (time: 0:00:00.020840) ***
INFO - 08:24:02: ... 94%|█████████▍| 47/50 [00:12<00:00, 3.82 it/sec, obj=-3.96e+3]
INFO - 08:24:02:
INFO - 08:24:02: *** Start PropulsionScenario execution ***
INFO - 08:24:02: PropulsionScenario
INFO - 08:24:02: Disciplines: SobieskiPropulsion
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize y_34(x_3)
INFO - 08:24:02: with respect to x_3
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_3(x_3) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562495881345509 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1800.90 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 7%|▋ | 2/30 [00:00<00:00, 439.49 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 10%|█ | 3/30 [00:00<00:00, 481.61 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 13%|█▎ | 4/30 [00:00<00:00, 406.29 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 17%|█▋ | 5/30 [00:00<00:00, 375.44 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 7
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: 0.923931018038371
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_3 = [-7.66865479e-01 -2.33134521e-01 3.06548930e-05 -1.83255000e-01]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562495881345509 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: *** End PropulsionScenario execution (time: 0:00:00.027945) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start AerodynamicsScenario execution ***
INFO - 08:24:02: AerodynamicsScenario
INFO - 08:24:02: Disciplines: SobieskiAerodynamics
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_24(x_2)
INFO - 08:24:02: with respect to x_2
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_2(x_2) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1906.50 it/sec, obj=-8.06]
INFO - 08:24:02:
WARNING - 08:24:02: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
WARNING - 08:24:02: The solution is not feasible.
INFO - 08:24:02: Objective: -8.05737120207493
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_2 = 0.00020555566604918418
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End AerodynamicsScenario execution (time: 0:00:00.020498) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start StructureScenario execution ***
INFO - 08:24:02: StructureScenario
INFO - 08:24:02: Disciplines: SobieskiStructure
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_11(x_1)
INFO - 08:24:02: with respect to x_1
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_1(x_1) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1822.03 it/sec, obj=-.567]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -0.5665890491062292
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_1 = [-0.01867697 -0.03378936 -0.04459379 -0.05211588 -0.0575637 -0.13720645
INFO - 08:24:02: -0.10279355]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End StructureScenario execution (time: 0:00:00.018038) ***
INFO - 08:24:02: ... 96%|█████████▌| 48/50 [00:12<00:00, 3.85 it/sec, obj=-3.96e+3]
INFO - 08:24:02:
INFO - 08:24:02: *** Start PropulsionScenario execution ***
INFO - 08:24:02: PropulsionScenario
INFO - 08:24:02: Disciplines: SobieskiPropulsion
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize y_34(x_3)
INFO - 08:24:02: with respect to x_3
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_3(x_3) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562495881345509 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1855.07 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 7%|▋ | 2/30 [00:00<00:00, 437.73 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 10%|█ | 3/30 [00:00<00:00, 485.36 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 13%|█▎ | 4/30 [00:00<00:00, 412.95 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 5
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: 0.9239311496544078
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_3 = [-7.66740703e-01 -2.33259297e-01 3.04296041e-05 -1.83255000e-01]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562495881345509 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: *** End PropulsionScenario execution (time: 0:00:00.023668) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start AerodynamicsScenario execution ***
INFO - 08:24:02: AerodynamicsScenario
INFO - 08:24:02: Disciplines: SobieskiAerodynamics
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_24(x_2)
INFO - 08:24:02: with respect to x_2
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_2(x_2) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1837.99 it/sec, obj=-8.06]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -8.055274359144438
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_2 = -1.1503322596695398e-06
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End AerodynamicsScenario execution (time: 0:00:00.014362) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start StructureScenario execution ***
INFO - 08:24:02: StructureScenario
INFO - 08:24:02: Disciplines: SobieskiStructure
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_11(x_1)
INFO - 08:24:02: with respect to x_1
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_1(x_1) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1660.45 it/sec, obj=-.566]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -0.5660816381828422
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_1 = [-0.01804777 -0.03333692 -0.04424209 -0.05182859 -0.057321 -0.13720821
INFO - 08:24:02: -0.10279179]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End StructureScenario execution (time: 0:00:00.018121) ***
INFO - 08:24:02: ... 98%|█████████▊| 49/50 [00:12<00:00, 3.89 it/sec, obj=-3.96e+3]
INFO - 08:24:02:
INFO - 08:24:02: *** Start PropulsionScenario execution ***
INFO - 08:24:02: PropulsionScenario
INFO - 08:24:02: Disciplines: SobieskiPropulsion
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize y_34(x_3)
INFO - 08:24:02: with respect to x_3
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_3(x_3) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562495881345509 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1814.15 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 7%|▋ | 2/30 [00:00<00:00, 417.22 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 10%|█ | 3/30 [00:00<00:00, 463.77 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 13%|█▎ | 4/30 [00:00<00:00, 401.85 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 17%|█▋ | 5/30 [00:00<00:00, 366.14 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02: ... 20%|██ | 6/30 [00:00<00:00, 354.72 it/sec, obj=0.924]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: None
INFO - 08:24:02: Message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 9
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: 0.9239308205318695
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_3 = [-7.67209301e-01 -2.32790699e-01 3.09929671e-05 -1.83255000e-01]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: | x_3 | 0.1 | 0.1562495881345509 | 1 | float |
INFO - 08:24:02: +------+-------------+--------------------+-------------+-------+
INFO - 08:24:02: *** End PropulsionScenario execution (time: 0:00:00.029484) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start AerodynamicsScenario execution ***
INFO - 08:24:02: AerodynamicsScenario
INFO - 08:24:02: Disciplines: SobieskiAerodynamics
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_24(x_2)
INFO - 08:24:02: with respect to x_2
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_2(x_2) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1864.14 it/sec, obj=-8.06]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -8.055195614443923
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_2 = 0.0
INFO - 08:24:02: Design space:
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End AerodynamicsScenario execution (time: 0:00:00.015041) ***
INFO - 08:24:02:
INFO - 08:24:02: *** Start StructureScenario execution ***
INFO - 08:24:02: StructureScenario
INFO - 08:24:02: Disciplines: SobieskiStructure
INFO - 08:24:02: MDO formulation: DisciplinaryOpt
INFO - 08:24:02: Optimization problem:
INFO - 08:24:02: minimize -y_11(x_1)
INFO - 08:24:02: with respect to x_1
INFO - 08:24:02: subject to constraints:
INFO - 08:24:02: g_1(x_1) <= 0.0
INFO - 08:24:02: over the design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: Solving optimization problem with algorithm SLSQP:
INFO - 08:24:02: ... 0%| | 0/30 [00:00<?, ?it]
INFO - 08:24:02:
INFO - 08:24:02: ... 3%|▎ | 1/30 [00:00<00:00, 1458.38 it/sec, obj=-.566]
INFO - 08:24:02:
INFO - 08:24:02:
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: 8
INFO - 08:24:02: Message: Positive directional derivative for linesearch
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 2
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -0.5662260514471474
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_1 = [-0.01793588 -0.03324015 -0.0441612 -0.05175988 -0.05726152 -0.13736485
INFO - 08:24:02: -0.10263515]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: | x_1[0] | 0.1 | 0.4 | 0.4 | float |
INFO - 08:24:02: | x_1[1] | 0.75 | 0.75 | 1.25 | float |
INFO - 08:24:02: +--------+-------------+-------+-------------+-------+
INFO - 08:24:02: *** End StructureScenario execution (time: 0:00:00.019133) ***
INFO - 08:24:02: ... 100%|██████████| 50/50 [00:12<00:00, 3.91 it/sec, obj=-3.96e+3]
INFO - 08:24:02: Optimization result:
INFO - 08:24:02: Optimizer info:
INFO - 08:24:02: Status: None
INFO - 08:24:02: Message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 08:24:02: Number of calls to the objective function by the optimizer: 52
INFO - 08:24:02: Solution:
INFO - 08:24:02: The solution is feasible.
INFO - 08:24:02: Objective: -3963.3800122701787
INFO - 08:24:02: Standardized constraints:
INFO - 08:24:02: g_1_g_2_g_3 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 08:24:02: -0.10279135 0. -0.76718646 -0.23281354 0. -0.183255 ]
INFO - 08:24:02: Design space:
INFO - 08:24:02: +-------------+-------------+---------------------+-------------+-------+
INFO - 08:24:02: | name | lower_bound | value | upper_bound | type |
INFO - 08:24:02: +-------------+-------------+---------------------+-------------+-------+
INFO - 08:24:02: | x_shared[0] | 0.01 | 0.05999999999999999 | 0.09 | float |
INFO - 08:24:02: | x_shared[1] | 30000 | 60000 | 60000 | float |
INFO - 08:24:02: | x_shared[2] | 1.4 | 1.4 | 1.8 | float |
INFO - 08:24:02: | x_shared[3] | 2.5 | 2.5 | 8.5 | float |
INFO - 08:24:02: | x_shared[4] | 40 | 70 | 70 | float |
INFO - 08:24:02: | x_shared[5] | 500 | 1500 | 1500 | float |
INFO - 08:24:02: +-------------+-------------+---------------------+-------------+-------+
INFO - 08:24:02: *** End MDOScenario execution (time: 0:00:12.796569) ***
{'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 0x7f1c9381ac40>
Plot the structure optimization histories of the 2 first iterations¶
struct_databases = system_scenario.formulation.scenario_adapters[2].databases
for database in struct_databases[:2]:
opt_problem = deepcopy(sc_str.formulation.opt_problem)
opt_problem.database = database
execute_post(opt_problem, "OptHistoryView", save=False, show=True)
for disc in [propu, aero, mission, struct]:
print(f"{disc.name}: {disc.n_calls} calls.")
SobieskiPropulsion: 1290 calls.
SobieskiAerodynamics: 1343 calls.
SobieskiMission: 50 calls.
SobieskiStructure: 1394 calls.
Total running time of the script: (0 minutes 17.567 seconds)