Note
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BiLevel-based MDO on the Sobieski SSBJ test case¶
from __future__ import division, unicode_literals
from copy import deepcopy
from matplotlib import pyplot as plt
from gemseo.api import configure_logger, create_discipline, create_scenario
from gemseo.problems.sobieski.core import SobieskiProblem
configure_logger()
Out:
<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().read_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")
# system_scenario.xdsmize(open_browser=True)
system_scenario.execute(
{"max_iter": 50, "algo": "NLOPT_COBYLA", "algo_options": algo_options}
)
Out:
INFO - 14:43:06:
INFO - 14:43:06: *** Start MDO Scenario execution ***
INFO - 14:43:06: MDOScenario
INFO - 14:43:06: Disciplines: PropulsionScenario AerodynamicsScenario StructureScenario SobieskiMission
INFO - 14:43:06: MDOFormulation: BiLevel
INFO - 14:43:06: Algorithm: NLOPT_COBYLA
INFO - 14:43:06: Optimization problem:
INFO - 14:43:06: Minimize: -y_4(x_shared)
INFO - 14:43:06: With respect to: x_shared
INFO - 14:43:06: Subject to constraints:
INFO - 14:43:06: g_1_g_2_g_3(x_shared) <= 0.0
INFO - 14:43:06: Design space:
INFO - 14:43:06: +----------+-------------+-------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +----------+-------------+-------+-------------+-------+
INFO - 14:43:06: | x_shared | 0.01 | 0.05 | 0.09 | float |
INFO - 14:43:06: | x_shared | 30000 | 45000 | 60000 | float |
INFO - 14:43:06: | x_shared | 1.4 | 1.6 | 1.8 | float |
INFO - 14:43:06: | x_shared | 2.5 | 5.5 | 8.5 | float |
INFO - 14:43:06: | x_shared | 40 | 55 | 70 | float |
INFO - 14:43:06: | x_shared | 500 | 1000 | 1500 | float |
INFO - 14:43:06: +----------+-------------+-------+-------------+-------+
INFO - 14:43:06: Optimization: 0%| | 0/50 [00:00<?, ?it]
INFO - 14:43:06:
INFO - 14:43:06: *** Start MDO Scenario execution ***
INFO - 14:43:06: PropulsionScenario
INFO - 14:43:06: Disciplines: SobieskiPropulsion
INFO - 14:43:06: MDOFormulation: DisciplinaryOpt
INFO - 14:43:06: Algorithm: SLSQP
INFO - 14:43:06: Optimization problem:
INFO - 14:43:06: Minimize: y_34(x_3)
INFO - 14:43:06: With respect to: x_3
INFO - 14:43:06: Subject to constraints:
INFO - 14:43:06: g_3(x_3) <= 0.0
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | x_3 | 0.1 | 0.5 | 1 | float |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:06: [A
INFO - 14:43:06: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1809.14 it/sec, obj=1.11]
INFO - 14:43:06: Optimization result:
INFO - 14:43:06: Objective value = 1.1087874739328383
INFO - 14:43:06: The result is feasible.
INFO - 14:43:06: Status: 8
INFO - 14:43:06: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:06: Number of calls to the objective function by the optimizer: 13
INFO - 14:43:06: Constraints values:
INFO - 14:43:06: g_3 = [-0.91571362 -0.08428638 0. -0.05794805]
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: *** MDO Scenario run terminated in 0:00:00.022498 ***
INFO - 14:43:06:
INFO - 14:43:06: *** Start MDO Scenario execution ***
INFO - 14:43:06: AerodynamicsScenario
INFO - 14:43:06: Disciplines: SobieskiAerodynamics
INFO - 14:43:06: MDOFormulation: DisciplinaryOpt
INFO - 14:43:06: Algorithm: SLSQP
INFO - 14:43:06: Optimization problem:
INFO - 14:43:06: Minimize: -y_24(x_2)
INFO - 14:43:06: With respect to: x_2
INFO - 14:43:06: Subject to constraints:
INFO - 14:43:06: g_2(x_2) <= 0.0
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | x_2 | 0.75 | 1 | 1.25 | float |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:06: [A
INFO - 14:43:06: Optimization: 10%|█ | 3/30 [00:00<00:00, 3303.04 it/sec, obj=4.28]
INFO - 14:43:06: Optimization result:
INFO - 14:43:06: Objective value = 4.283343558640357
INFO - 14:43:06: The result is feasible.
INFO - 14:43:06: Status: 8
INFO - 14:43:06: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:06: Number of calls to the objective function by the optimizer: 4
INFO - 14:43:06: Constraints values:
INFO - 14:43:06: g_2 = -0.040000000000000036
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: *** MDO Scenario run terminated in 0:00:00.014623 ***
INFO - 14:43:06:
INFO - 14:43:06: *** Start MDO Scenario execution ***
INFO - 14:43:06: StructureScenario
INFO - 14:43:06: Disciplines: SobieskiStructure
INFO - 14:43:06: MDOFormulation: DisciplinaryOpt
INFO - 14:43:06: Algorithm: SLSQP
INFO - 14:43:06: Optimization problem:
INFO - 14:43:06: Minimize: -y_11(x_1)
INFO - 14:43:06: With respect to: x_1
INFO - 14:43:06: Subject to constraints:
INFO - 14:43:06: g_1(x_1) <= 0.0
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | x_1 | 0.1 | 0.25 | 0.4 | float |
INFO - 14:43:06: | x_1 | 0.75 | 1 | 1.25 | float |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:06: [A
INFO - 14:43:06: Optimization: 30%|███ | 9/30 [00:00<00:00, 519.04 it/sec, obj=0.156]
INFO - 14:43:06: Optimization result:
INFO - 14:43:06: Objective value = 0.1563182406183692
INFO - 14:43:06: The result is feasible.
INFO - 14:43:06: Status: None
INFO - 14:43:06: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:06: Number of calls to the objective function by the optimizer: 10
INFO - 14:43:06: Constraints values:
INFO - 14:43:06: g_1 = [-1.79789517e-12 -2.99419226e-02 -4.49346629e-02 -5.39372764e-02
INFO - 14:43:06: -5.99419226e-02 -6.61963740e-02 -1.73803626e-01]
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | x_1 | 0.1 | 0.1000000000004421 | 0.4 | float |
INFO - 14:43:06: | x_1 | 0.75 | 0.9857121415555861 | 1.25 | float |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: *** MDO Scenario run terminated in 0:00:00.063637 ***
INFO - 14:43:06: Optimization: 2%|▏ | 1/50 [00:00<00:00, 188.85 it/sec]
INFO - 14:43:06:
INFO - 14:43:06: *** Start MDO Scenario execution ***
INFO - 14:43:06: PropulsionScenario
INFO - 14:43:06: Disciplines: SobieskiPropulsion
INFO - 14:43:06: MDOFormulation: DisciplinaryOpt
INFO - 14:43:06: Algorithm: SLSQP
INFO - 14:43:06: Optimization problem:
INFO - 14:43:06: Minimize: y_34(x_3)
INFO - 14:43:06: With respect to: x_3
INFO - 14:43:06: Subject to constraints:
INFO - 14:43:06: g_3(x_3) <= 0.0
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:06: [A
INFO - 14:43:06: Optimization: 7%|▋ | 2/30 [00:00<00:00, 2475.54 it/sec, obj=1.11]
INFO - 14:43:06: Optimization result:
INFO - 14:43:06: Objective value = 1.1087874739328383
INFO - 14:43:06: The result is feasible.
INFO - 14:43:06: Status: 8
INFO - 14:43:06: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:06: Number of calls to the objective function by the optimizer: 12
INFO - 14:43:06: Constraints values:
INFO - 14:43:06: g_3 = [-0.75494685 -0.24505315 0. -0.05794805]
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: *** MDO Scenario run terminated in 0:00:00.017682 ***
INFO - 14:43:06:
INFO - 14:43:06: *** Start MDO Scenario execution ***
INFO - 14:43:06: AerodynamicsScenario
INFO - 14:43:06: Disciplines: SobieskiAerodynamics
INFO - 14:43:06: MDOFormulation: DisciplinaryOpt
INFO - 14:43:06: Algorithm: SLSQP
INFO - 14:43:06: Optimization problem:
INFO - 14:43:06: Minimize: -y_24(x_2)
INFO - 14:43:06: With respect to: x_2
INFO - 14:43:06: Subject to constraints:
INFO - 14:43:06: g_2(x_2) <= 0.0
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:06: [A
WARNING - 14:43:06: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:06: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7914.28 it/sec]
INFO - 14:43:06: Optimization result:
INFO - 14:43:06: Objective value = 3.456006478856766
INFO - 14:43:06: The result is not feasible.
INFO - 14:43:06: Status: 8
INFO - 14:43:06: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:06: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:06: Constraints values:
INFO - 14:43:06: g_2 = 0.010000000000000009
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:06: +------+-------------+-------+-------------+-------+
INFO - 14:43:06: *** MDO Scenario run terminated in 0:00:00.008731 ***
INFO - 14:43:06:
INFO - 14:43:06: *** Start MDO Scenario execution ***
INFO - 14:43:06: StructureScenario
INFO - 14:43:06: Disciplines: SobieskiStructure
INFO - 14:43:06: MDOFormulation: DisciplinaryOpt
INFO - 14:43:06: Algorithm: SLSQP
INFO - 14:43:06: Optimization problem:
INFO - 14:43:06: Minimize: -y_11(x_1)
INFO - 14:43:06: With respect to: x_1
INFO - 14:43:06: Subject to constraints:
INFO - 14:43:06: g_1(x_1) <= 0.0
INFO - 14:43:06: Design space:
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: | x_1 | 0.1 | 0.1000000000004421 | 0.4 | float |
INFO - 14:43:06: | x_1 | 0.75 | 0.9857121415555861 | 1.25 | float |
INFO - 14:43:06: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:06: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:06: [A
INFO - 14:43:07: Optimization: 30%|███ | 9/30 [00:00<00:00, 408.63 it/sec, obj=0.286]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 0.28615110061633914
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: 8
INFO - 14:43:07: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 65
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 14:43:07: -0.03354102]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.078939 ***
INFO - 14:43:07: Optimization: 4%|▍ | 2/50 [00:00<00:00, 101.17 it/sec, obj=574]
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: PropulsionScenario
INFO - 14:43:07: Disciplines: SobieskiPropulsion
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: y_34(x_3)
INFO - 14:43:07: With respect to: x_3
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_3(x_3) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 20%|██ | 6/30 [00:00<00:00, 2204.90 it/sec, obj=1.12]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 1.1169456193906955
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: None
INFO - 14:43:07: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_3 = [-7.20996205e-01 -2.79003795e-01 -2.22044605e-16 -1.27460556e-01]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.019192 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: AerodynamicsScenario
INFO - 14:43:07: Disciplines: SobieskiAerodynamics
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_24(x_2)
INFO - 14:43:07: With respect to: x_2
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_2(x_2) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
WARNING - 14:43:07: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:07: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2704.43 it/sec]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 3.3171632100551647
INFO - 14:43:07: The result is not feasible.
INFO - 14:43:07: Status: 8
INFO - 14:43:07: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_2 = 0.010000000000000009
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.015909 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: StructureScenario
INFO - 14:43:07: Disciplines: SobieskiStructure
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_11(x_1)
INFO - 14:43:07: With respect to: x_1
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_1(x_1) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4133.54 it/sec]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 0.2721681413246109
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: 8
INFO - 14:43:07: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 14:43:07: -0.03354102]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.012495 ***
INFO - 14:43:07: Optimization: 6%|▌ | 3/50 [00:00<00:00, 73.10 it/sec, obj=813]
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: PropulsionScenario
INFO - 14:43:07: Disciplines: SobieskiPropulsion
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: y_34(x_3)
INFO - 14:43:07: With respect to: x_3
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_3(x_3) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3164.32 it/sec, obj=1.14]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 1.137722098693054
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: None
INFO - 14:43:07: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_3 = [-7.10555843e-01 -2.89444157e-01 6.66133815e-16 -1.11370139e-01]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.014946 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: AerodynamicsScenario
INFO - 14:43:07: Disciplines: SobieskiAerodynamics
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_24(x_2)
INFO - 14:43:07: With respect to: x_2
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_2(x_2) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
WARNING - 14:43:07: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:07: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8014.08 it/sec]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 3.3146292282019343
INFO - 14:43:07: The result is not feasible.
INFO - 14:43:07: Status: 8
INFO - 14:43:07: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_2 = 0.010000000000000009
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.008520 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: StructureScenario
INFO - 14:43:07: Disciplines: SobieskiStructure
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_11(x_1)
INFO - 14:43:07: With respect to: x_1
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_1(x_1) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4103.88 it/sec]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 0.27378795455025856
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: 8
INFO - 14:43:07: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 14:43:07: -0.03354102]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.012520 ***
INFO - 14:43:07: Optimization: 8%|▊ | 4/50 [00:00<00:00, 55.42 it/sec, obj=751]
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: PropulsionScenario
INFO - 14:43:07: Disciplines: SobieskiPropulsion
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: y_34(x_3)
INFO - 14:43:07: With respect to: x_3
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_3(x_3) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 20%|██ | 6/30 [00:00<00:00, 1834.38 it/sec, obj=1.12]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 1.1169456193906955
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: None
INFO - 14:43:07: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 12
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_3 = [-7.20597051e-01 -2.79402949e-01 2.22044605e-16 -1.27460556e-01]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.022228 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: AerodynamicsScenario
INFO - 14:43:07: Disciplines: SobieskiAerodynamics
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_24(x_2)
INFO - 14:43:07: With respect to: x_2
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_2(x_2) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
WARNING - 14:43:07: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:07: Optimization: 100%|██████████| 30/30 [00:00<00:00, 551.87 it/sec, obj=3.38]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 3.3833585466979232
INFO - 14:43:07: The result is not feasible.
INFO - 14:43:07: Status: None
INFO - 14:43:07: Optimizer message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 81
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_2 = 0.010000000000000009
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.059407 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: StructureScenario
INFO - 14:43:07: Disciplines: SobieskiStructure
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_11(x_1)
INFO - 14:43:07: With respect to: x_1
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_1(x_1) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 27%|██▋ | 8/30 [00:00<00:00, 587.69 it/sec, obj=0.255]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 0.25541043890623544
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: None
INFO - 14:43:07: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 9
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_1 = [-2.87847242e-02 -1.88000814e-02 -2.52039105e-02 -3.26929762e-02
INFO - 14:43:07: -3.92051733e-02 -2.40000000e-01 -8.00581823e-12]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.2842628772739985 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.057079 ***
INFO - 14:43:07: Optimization: 10%|█ | 5/50 [00:01<00:01, 41.74 it/sec, obj=734]
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: PropulsionScenario
INFO - 14:43:07: Disciplines: SobieskiPropulsion
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: y_34(x_3)
INFO - 14:43:07: With respect to: x_3
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_3(x_3) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 10%|█ | 3/30 [00:00<00:00, 4239.38 it/sec, obj=1.12]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 1.1169456193906955
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: None
INFO - 14:43:07: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_3 = [-8.42352689e-01 -1.57647311e-01 2.22044605e-16 -1.27460556e-01]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.012786 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: AerodynamicsScenario
INFO - 14:43:07: Disciplines: SobieskiAerodynamics
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_24(x_2)
INFO - 14:43:07: With respect to: x_2
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_2(x_2) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
WARNING - 14:43:07: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:07: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7896.89 it/sec]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 4.010763549231419
INFO - 14:43:07: The result is not feasible.
INFO - 14:43:07: Status: 8
INFO - 14:43:07: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_2 = 0.010000000000000009
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:07: +------+-------------+-------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.008660 ***
INFO - 14:43:07:
INFO - 14:43:07: *** Start MDO Scenario execution ***
INFO - 14:43:07: StructureScenario
INFO - 14:43:07: Disciplines: SobieskiStructure
INFO - 14:43:07: MDOFormulation: DisciplinaryOpt
INFO - 14:43:07: Algorithm: SLSQP
INFO - 14:43:07: Optimization problem:
INFO - 14:43:07: Minimize: -y_11(x_1)
INFO - 14:43:07: With respect to: x_1
INFO - 14:43:07: Subject to constraints:
INFO - 14:43:07: g_1(x_1) <= 0.0
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.2842628772739985 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:07: [A
INFO - 14:43:07: Optimization: 27%|██▋ | 8/30 [00:00<00:00, 637.17 it/sec, obj=0.297]
INFO - 14:43:07: Optimization result:
INFO - 14:43:07: Objective value = 0.29713711523465863
INFO - 14:43:07: The result is feasible.
INFO - 14:43:07: Status: None
INFO - 14:43:07: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:07: Number of calls to the objective function by the optimizer: 9
INFO - 14:43:07: Constraints values:
INFO - 14:43:07: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 14:43:07: -0.03354102]
INFO - 14:43:07: Design space:
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: | x_1 | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 14:43:07: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:07: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:07: *** MDO Scenario run terminated in 0:00:00.052479 ***
INFO - 14:43:07: Optimization: 12%|█▏ | 6/50 [00:01<00:01, 36.05 it/sec, obj=977]
WARNING - 14:43:08: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7893531772718828e-14 is still above the tolerance 1e-14.
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: PropulsionScenario
INFO - 14:43:08: Disciplines: SobieskiPropulsion
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: y_34(x_3)
INFO - 14:43:08: With respect to: x_3
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_3(x_3) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 10%|█ | 3/30 [00:00<00:00, 4404.09 it/sec, obj=1.12]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 1.1169456193906955
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: None
INFO - 14:43:08: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_3 = [-6.70083434e-01 -3.29916566e-01 2.22044605e-16 -1.27460556e-01]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.012509 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: AerodynamicsScenario
INFO - 14:43:08: Disciplines: SobieskiAerodynamics
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_24(x_2)
INFO - 14:43:08: With respect to: x_2
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_2(x_2) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
WARNING - 14:43:08: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:08: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2834.95 it/sec]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 3.498959982356601
INFO - 14:43:08: The result is not feasible.
INFO - 14:43:08: Status: 8
INFO - 14:43:08: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_2 = 0.010000000000000009
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.015400 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: StructureScenario
INFO - 14:43:08: Disciplines: SobieskiStructure
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_11(x_1)
INFO - 14:43:08: With respect to: x_1
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_1(x_1) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.3999999999999998 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 20%|██ | 6/30 [00:00<00:00, 809.20 it/sec, obj=0.365]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 0.36496565666784303
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: None
INFO - 14:43:08: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_1 = [-2.58485524e-02 -1.74692489e-02 -2.44407670e-02 -3.21952521e-02
INFO - 14:43:08: -3.88530648e-02 -2.40000000e-01 -9.75441949e-13]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.3050815823000737 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.042381 ***
INFO - 14:43:08: Optimization: 14%|█▍ | 7/50 [00:01<00:01, 29.83 it/sec, obj=1.05e+3]
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: PropulsionScenario
INFO - 14:43:08: Disciplines: SobieskiPropulsion
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: y_34(x_3)
INFO - 14:43:08: With respect to: x_3
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_3(x_3) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.2871004772038968 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 20%|██ | 6/30 [00:00<00:00, 2202.08 it/sec, obj=1.07]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 1.0733793462031596
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: None
INFO - 14:43:08: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_3 = [-0.72171604 -0.27828396 0. -0.15721712]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.019311 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: AerodynamicsScenario
INFO - 14:43:08: Disciplines: SobieskiAerodynamics
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_24(x_2)
INFO - 14:43:08: With respect to: x_2
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_2(x_2) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
WARNING - 14:43:08: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:08: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7571.86 it/sec]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 4.654696008207175
INFO - 14:43:08: The result is not feasible.
INFO - 14:43:08: Status: 8
INFO - 14:43:08: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_2 = 0.010000000000000009
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.009530 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: StructureScenario
INFO - 14:43:08: Disciplines: SobieskiStructure
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_11(x_1)
INFO - 14:43:08: With respect to: x_1
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_1(x_1) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.3050815823000737 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 603.85 it/sec, obj=0.394]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 0.3943234828131065
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: 8
INFO - 14:43:08: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_1 = [-0.0218017 -0.01564685 -0.02340228 -0.03152206 -0.03837962 -0.24
INFO - 14:43:08: 0. ]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.3350305463282089 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.057239 ***
INFO - 14:43:08: Optimization: 16%|█▌ | 8/50 [00:01<00:01, 25.96 it/sec, obj=1.67e+3]
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: PropulsionScenario
INFO - 14:43:08: Disciplines: SobieskiPropulsion
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: y_34(x_3)
INFO - 14:43:08: With respect to: x_3
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_3(x_3) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.2068477480804932 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1987.07 it/sec, obj=1.04]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 1.0410444624498696
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: 8
INFO - 14:43:08: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_3 = [-8.51430794e-01 -1.48569206e-01 4.44089210e-16 -1.59690326e-01]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.1842648745222301 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.020688 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: AerodynamicsScenario
INFO - 14:43:08: Disciplines: SobieskiAerodynamics
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_24(x_2)
INFO - 14:43:08: With respect to: x_2
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_2(x_2) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8243.52 it/sec]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 5.69004274870395
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: 8
INFO - 14:43:08: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_2 = -0.04089873372890085
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.008483 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: StructureScenario
INFO - 14:43:08: Disciplines: SobieskiStructure
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_11(x_1)
INFO - 14:43:08: With respect to: x_1
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_1(x_1) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.3350305463282089 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 37%|███▋ | 11/30 [00:00<00:00, 445.19 it/sec, obj=0.177]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 0.17693182988598155
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: None
INFO - 14:43:08: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 12
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_1 = [ 1.53461621e-09 -2.91294360e-02 -4.40206159e-02 -5.30597914e-02
INFO - 14:43:08: -5.91294366e-02 -7.67607720e-02 -1.63239228e-01]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.1 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 1.045173780125308 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.072763 ***
INFO - 14:43:08: Optimization: 18%|█▊ | 9/50 [00:02<00:01, 23.20 it/sec, obj=1.73e+3]
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: PropulsionScenario
INFO - 14:43:08: Disciplines: SobieskiPropulsion
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: y_34(x_3)
INFO - 14:43:08: With respect to: x_3
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_3(x_3) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.1842648745222301 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2947.99 it/sec, obj=1.02]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 1.0160001442061488
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: 8
INFO - 14:43:08: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_3 = [-7.31050536e-01 -2.68949464e-01 2.22044605e-16 -1.65753519e-01]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_3 | 0.1 | 0.1765337509472483 | 1 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.015776 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: AerodynamicsScenario
INFO - 14:43:08: Disciplines: SobieskiAerodynamics
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_24(x_2)
INFO - 14:43:08: With respect to: x_2
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_2(x_2) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
WARNING - 14:43:08: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:08: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8024.82 it/sec]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 13.032585557628353
INFO - 14:43:08: The result is not feasible.
INFO - 14:43:08: Status: 8
INFO - 14:43:08: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_2 = 0.006789165930261243
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.008508 ***
INFO - 14:43:08:
INFO - 14:43:08: *** Start MDO Scenario execution ***
INFO - 14:43:08: StructureScenario
INFO - 14:43:08: Disciplines: SobieskiStructure
INFO - 14:43:08: MDOFormulation: DisciplinaryOpt
INFO - 14:43:08: Algorithm: SLSQP
INFO - 14:43:08: Optimization problem:
INFO - 14:43:08: Minimize: -y_11(x_1)
INFO - 14:43:08: With respect to: x_1
INFO - 14:43:08: Subject to constraints:
INFO - 14:43:08: g_1(x_1) <= 0.0
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.1 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 1.045173780125308 | 1.25 | float |
INFO - 14:43:08: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:08: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:08: [A
INFO - 14:43:08: Optimization: 37%|███▋ | 11/30 [00:00<00:00, 423.05 it/sec, obj=0.605]
INFO - 14:43:08: Optimization result:
INFO - 14:43:08: Objective value = 0.604925093108136
INFO - 14:43:08: The result is feasible.
INFO - 14:43:08: Status: None
INFO - 14:43:08: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:08: Number of calls to the objective function by the optimizer: 12
INFO - 14:43:08: Constraints values:
INFO - 14:43:08: g_1 = [ 5.94776450e-10 -7.11387399e-03 -1.92531084e-02 -2.92829841e-02
INFO - 14:43:08: -3.71138742e-02 -2.24260797e-01 -1.57392034e-02]
INFO - 14:43:08: Design space:
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: | x_1 | 0.1 | 0.3956699456043699 | 0.4 | float |
INFO - 14:43:08: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:08: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:08: *** MDO Scenario run terminated in 0:00:00.076398 ***
INFO - 14:43:09: Optimization: 20%|██ | 10/50 [00:02<00:01, 20.64 it/sec, obj=2.59e+3]
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: PropulsionScenario
INFO - 14:43:09: Disciplines: SobieskiPropulsion
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: y_34(x_3)
INFO - 14:43:09: With respect to: x_3
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_3(x_3) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1765337509472483 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2864.18 it/sec, obj=0.945]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.9449429643890666
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_3 = [-7.57141865e-01 -2.42858135e-01 4.44089210e-16 -1.79769275e-01]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1600060994738735 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.016069 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: AerodynamicsScenario
INFO - 14:43:09: Disciplines: SobieskiAerodynamics
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_24(x_2)
INFO - 14:43:09: With respect to: x_2
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_2(x_2) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7716.74 it/sec]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 6.6556633387906246
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_2 = -5.839657471873316e-05
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.008805 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: StructureScenario
INFO - 14:43:09: Disciplines: SobieskiStructure
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_11(x_1)
INFO - 14:43:09: With respect to: x_1
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_1(x_1) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.3956699456043699 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 33%|███▎ | 10/30 [00:00<00:00, 467.11 it/sec, obj=0.496]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.4961793985838387
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: None
INFO - 14:43:09: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 11
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_1 = [-8.75077788e-13 -1.01682080e-02 -2.26892340e-02 -3.25816646e-02
INFO - 14:43:09: -4.01682080e-02 -1.89656007e-01 -5.03439931e-02]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.1919195214568972 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.7500000000001049 | 1.25 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.069733 ***
INFO - 14:43:09: Optimization: 22%|██▏ | 11/50 [00:02<00:02, 18.99 it/sec, obj=2.94e+3]
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: PropulsionScenario
INFO - 14:43:09: Disciplines: SobieskiPropulsion
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: y_34(x_3)
INFO - 14:43:09: With respect to: x_3
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_3(x_3) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1600060994738735 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 20%|██ | 6/30 [00:00<00:00, 1988.70 it/sec, obj=0.945]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.9447675868276371
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: None
INFO - 14:43:09: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 9
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_3 = [-6.09071981e-01 -3.90928019e-01 4.44089210e-16 -1.79799415e-01]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1599729100270287 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.020723 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: AerodynamicsScenario
INFO - 14:43:09: Disciplines: SobieskiAerodynamics
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_24(x_2)
INFO - 14:43:09: With respect to: x_2
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_2(x_2) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2868.88 it/sec]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 6.313518809136582
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_2 = 2.852284948229311e-07
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.015319 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: StructureScenario
INFO - 14:43:09: Disciplines: SobieskiStructure
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_11(x_1)
INFO - 14:43:09: With respect to: x_1
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_1(x_1) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.1919195214568972 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.7500000000001049 | 1.25 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1007.00 it/sec, obj=0.437]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.4367840709297521
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: None
INFO - 14:43:09: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_1 = [-1.93178806e-14 -1.01396578e-02 -2.26571150e-02 -3.25508304e-02
INFO - 14:43:09: -4.01396578e-02 -1.89948911e-01 -5.00510885e-02]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.193309343776384 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.035207 ***
INFO - 14:43:09: Optimization: 24%|██▍ | 12/50 [00:02<00:02, 17.19 it/sec, obj=2.39e+3]
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: PropulsionScenario
INFO - 14:43:09: Disciplines: SobieskiPropulsion
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: y_34(x_3)
INFO - 14:43:09: With respect to: x_3
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_3(x_3) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1599729100270287 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2463.23 it/sec, obj=0.941]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.9413484961539019
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_3 = [-0.78732235 -0.21267765 0. -0.1804012 ]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.159348105612417 | 1 | float |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.018002 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: AerodynamicsScenario
INFO - 14:43:09: Disciplines: SobieskiAerodynamics
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_24(x_2)
INFO - 14:43:09: With respect to: x_2
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_2(x_2) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8210.17 it/sec]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 7.1529669347294655
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_2 = -6.76706293649687e-05
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.008478 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: StructureScenario
INFO - 14:43:09: Disciplines: SobieskiStructure
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_11(x_1)
INFO - 14:43:09: With respect to: x_1
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_1(x_1) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.193309343776384 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 27%|██▋ | 8/30 [00:00<00:00, 586.17 it/sec, obj=0.489]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.48884381464753945
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: None
INFO - 14:43:09: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 9
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_1 = [-4.72955008e-14 -1.30109734e-02 -2.58873451e-02 -3.56518512e-02
INFO - 14:43:09: -4.30109734e-02 -1.78669454e-01 -6.13305464e-02]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.2609989852716078 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.056535 ***
INFO - 14:43:09: Optimization: 26%|██▌ | 13/50 [00:03<00:02, 16.02 it/sec, obj=3.03e+3]
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: PropulsionScenario
INFO - 14:43:09: Disciplines: SobieskiPropulsion
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: y_34(x_3)
INFO - 14:43:09: With respect to: x_3
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_3(x_3) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.159348105612417 | 1 | float |
INFO - 14:43:09: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3170.14 it/sec, obj=0.958]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.9579899195478477
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: None
INFO - 14:43:09: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_3 = [-8.65862250e-01 -1.34137750e-01 2.22044605e-16 -1.77474144e-01]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1625660216775802 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.015423 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: AerodynamicsScenario
INFO - 14:43:09: Disciplines: SobieskiAerodynamics
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_24(x_2)
INFO - 14:43:09: With respect to: x_2
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_2(x_2) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7990.17 it/sec]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 8.046689531832646
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_2 = -5.87433717460506e-05
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.008650 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: StructureScenario
INFO - 14:43:09: Disciplines: SobieskiStructure
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_11(x_1)
INFO - 14:43:09: With respect to: x_1
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_1(x_1) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.2609989852716078 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.7500000000000006 | 1.25 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 20%|██ | 6/30 [00:00<00:00, 744.02 it/sec, obj=0.463]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.46292652981976873
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_1 = [-0.02418354 -0.03863466 -0.04866811 -0.0555867 -0.06057348 -0.12877568
INFO - 14:43:09: -0.11122432]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.045809 ***
INFO - 14:43:09: Optimization: 28%|██▊ | 14/50 [00:03<00:02, 15.12 it/sec, obj=3.2e+3]
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: PropulsionScenario
INFO - 14:43:09: Disciplines: SobieskiPropulsion
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: y_34(x_3)
INFO - 14:43:09: With respect to: x_3
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_3(x_3) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1625660216775802 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 10%|█ | 3/30 [00:00<00:00, 3070.05 it/sec, obj=0.99]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.989750444260433
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_3 = [-9.15569056e-01 -8.44309439e-02 -1.11022302e-16 -1.71400285e-01]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: | x_3 | 0.1 | 0.1696295976302908 | 1 | float |
INFO - 14:43:09: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.015266 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: AerodynamicsScenario
INFO - 14:43:09: Disciplines: SobieskiAerodynamics
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_24(x_2)
INFO - 14:43:09: With respect to: x_2
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_2(x_2) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
WARNING - 14:43:09: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:09: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7558.67 it/sec]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 8.23878301436476
INFO - 14:43:09: The result is not feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_2 = 0.0028788007033435647
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.009007 ***
INFO - 14:43:09:
INFO - 14:43:09: *** Start MDO Scenario execution ***
INFO - 14:43:09: StructureScenario
INFO - 14:43:09: Disciplines: SobieskiStructure
INFO - 14:43:09: MDOFormulation: DisciplinaryOpt
INFO - 14:43:09: Algorithm: SLSQP
INFO - 14:43:09: Optimization problem:
INFO - 14:43:09: Minimize: -y_11(x_1)
INFO - 14:43:09: With respect to: x_1
INFO - 14:43:09: Subject to constraints:
INFO - 14:43:09: g_1(x_1) <= 0.0
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:09: [A
INFO - 14:43:09: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4012.92 it/sec]
INFO - 14:43:09: Optimization result:
INFO - 14:43:09: Objective value = 0.4288814271023856
INFO - 14:43:09: The result is feasible.
INFO - 14:43:09: Status: 8
INFO - 14:43:09: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:09: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:09: Constraints values:
INFO - 14:43:09: g_1 = [-0.04474417 -0.05601546 -0.06308135 -0.06777856 -0.07110073 -0.11090577
INFO - 14:43:09: -0.12909423]
INFO - 14:43:09: Design space:
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:09: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:09: +------+-------------+-------+-------------+-------+
INFO - 14:43:09: *** MDO Scenario run terminated in 0:00:00.012716 ***
INFO - 14:43:10: Optimization: 30%|███ | 15/50 [00:03<00:02, 14.50 it/sec, obj=3.02e+3]
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: PropulsionScenario
INFO - 14:43:10: Disciplines: SobieskiPropulsion
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: y_34(x_3)
INFO - 14:43:10: With respect to: x_3
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_3(x_3) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1696295976302908 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 2331.59 it/sec, obj=0.969]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.9691169796984569
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_3 = [-8.60620471e-01 -1.39379529e-01 2.22044605e-16 -1.77377318e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1668669081802416 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.018422 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: AerodynamicsScenario
INFO - 14:43:10: Disciplines: SobieskiAerodynamics
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_24(x_2)
INFO - 14:43:10: With respect to: x_2
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_2(x_2) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8252.71 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 7.713141566949684
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_2 = -0.004135979240632803
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.008439 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: StructureScenario
INFO - 14:43:10: Disciplines: SobieskiStructure
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_11(x_1)
INFO - 14:43:10: With respect to: x_1
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_1(x_1) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4087.75 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.46485178042781256
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_1 = [-0.01258164 -0.02976794 -0.04159353 -0.04972325 -0.05557406 -0.12977066
INFO - 14:43:10: -0.11022934]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.012547 ***
INFO - 14:43:10: Optimization: 32%|███▏ | 16/50 [00:03<00:02, 13.94 it/sec, obj=3.07e+3]
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: PropulsionScenario
INFO - 14:43:10: Disciplines: SobieskiPropulsion
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: y_34(x_3)
INFO - 14:43:10: With respect to: x_3
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_3(x_3) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1668669081802416 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 20%|██ | 6/30 [00:00<00:00, 2361.39 it/sec, obj=0.924]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.9239330847904543
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: None
INFO - 14:43:10: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_3 = [-9.74822855e-01 -2.51771453e-02 -5.55111512e-16 -1.83255000e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.018425 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: AerodynamicsScenario
INFO - 14:43:10: Disciplines: SobieskiAerodynamics
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_24(x_2)
INFO - 14:43:10: With respect to: x_2
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_2(x_2) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
WARNING - 14:43:10: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7921.25 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 9.42492560764333
INFO - 14:43:10: The result is not feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_2 = 0.0056000929596573545
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.008620 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: StructureScenario
INFO - 14:43:10: Disciplines: SobieskiStructure
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_11(x_1)
INFO - 14:43:10: With respect to: x_1
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_1(x_1) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4052.73 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.40223522348594104
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_1 = [-0.05133689 -0.0612133 -0.06728074 -0.07128256 -0.074101 -0.11090577
INFO - 14:43:10: -0.12909423]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.012710 ***
INFO - 14:43:10: Optimization: 34%|███▍ | 17/50 [00:03<00:02, 13.37 it/sec, obj=3.33e+3]
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: PropulsionScenario
INFO - 14:43:10: Disciplines: SobieskiPropulsion
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: y_34(x_3)
INFO - 14:43:10: With respect to: x_3
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_3(x_3) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 7%|▋ | 2/30 [00:00<00:00, 5176.24 it/sec, obj=0.972]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.9718542074629851
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 3
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_3 = [-8.63109324e-01 -1.36890676e-01 8.88178420e-16 -1.77471780e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1681331105965723 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.011382 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: AerodynamicsScenario
INFO - 14:43:10: Disciplines: SobieskiAerodynamics
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_24(x_2)
INFO - 14:43:10: With respect to: x_2
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_2(x_2) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8144.81 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 7.822159748043369
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_2 = -5.636420026711164e-05
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.008780 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: StructureScenario
INFO - 14:43:10: Disciplines: SobieskiStructure
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_11(x_1)
INFO - 14:43:10: With respect to: x_1
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_1(x_1) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4070.30 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.4630160688179645
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_1 = [-0.0242014 -0.03864927 -0.04868008 -0.05559677 -0.06058214 -0.12876077
INFO - 14:43:10: -0.11123923]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.012617 ***
INFO - 14:43:10: Optimization: 36%|███▌ | 18/50 [00:03<00:02, 12.87 it/sec, obj=3.03e+3]
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: PropulsionScenario
INFO - 14:43:10: Disciplines: SobieskiPropulsion
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: y_34(x_3)
INFO - 14:43:10: With respect to: x_3
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_3(x_3) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1681331105965723 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1132.39 it/sec, obj=0.924]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.9239330847904542
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 21
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_3 = [-9.14216297e-01 -8.57837034e-02 2.22044605e-16 -1.83255000e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.031912 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: AerodynamicsScenario
INFO - 14:43:10: Disciplines: SobieskiAerodynamics
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_24(x_2)
INFO - 14:43:10: With respect to: x_2
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_2(x_2) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7656.63 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 8.83093176340808
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_2 = 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.008812 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: StructureScenario
INFO - 14:43:10: Disciplines: SobieskiStructure
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_11(x_1)
INFO - 14:43:10: With respect to: x_1
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_1(x_1) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4016.38 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.4495859468278545
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_1 = [-0.03827366 -0.05074067 -0.05876484 -0.06415236 -0.06798279 -0.11090577
INFO - 14:43:10: -0.12909423]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.012862 ***
INFO - 14:43:10: Optimization: 38%|███▊ | 19/50 [00:04<00:02, 12.38 it/sec, obj=3.5e+3]
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: PropulsionScenario
INFO - 14:43:10: Disciplines: SobieskiPropulsion
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: y_34(x_3)
INFO - 14:43:10: With respect to: x_3
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_3(x_3) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3646.38 it/sec, obj=0.925]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.9247097945426352
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: None
INFO - 14:43:10: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_3 = [-9.30328638e-01 -6.96713618e-02 -5.55111512e-16 -1.83134135e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1563795563410868 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.013725 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: AerodynamicsScenario
INFO - 14:43:10: Disciplines: SobieskiAerodynamics
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_24(x_2)
INFO - 14:43:10: With respect to: x_2
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_2(x_2) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8281.50 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 8.971983452164539
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_2 = -0.011112419427173004
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.008422 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: StructureScenario
INFO - 14:43:10: Disciplines: SobieskiStructure
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_11(x_1)
INFO - 14:43:10: With respect to: x_1
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_1(x_1) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4090.14 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.43632940887539945
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_1 = [-0.01815556 -0.03253895 -0.04331743 -0.05093228 -0.05648709 -0.11090577
INFO - 14:43:10: -0.12909423]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.012774 ***
INFO - 14:43:10: Optimization: 40%|████ | 20/50 [00:04<00:02, 12.01 it/sec, obj=3.4e+3]
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: PropulsionScenario
INFO - 14:43:10: Disciplines: SobieskiPropulsion
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: y_34(x_3)
INFO - 14:43:10: With respect to: x_3
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_3(x_3) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1563795563410868 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 7%|▋ | 2/30 [00:00<00:00, 5533.87 it/sec, obj=0.925]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.9254394162214167
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 3
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_3 = [-8.79110297e-01 -1.20889703e-01 4.44089210e-16 -1.83013135e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1565005638681951 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.010896 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: AerodynamicsScenario
INFO - 14:43:10: Disciplines: SobieskiAerodynamics
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_24(x_2)
INFO - 14:43:10: With respect to: x_2
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_2(x_2) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8184.54 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 8.486937205322617
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_2 = -0.019922491994679214
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.008456 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: StructureScenario
INFO - 14:43:10: Disciplines: SobieskiStructure
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_11(x_1)
INFO - 14:43:10: With respect to: x_1
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_1(x_1) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 993.82 it/sec, obj=0.475]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.4748463403870902
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: None
INFO - 14:43:10: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_1 = [-9.48130463e-14 -1.54946339e-02 -2.86814631e-02 -3.83342046e-02
INFO - 14:43:10: -4.54946339e-02 -1.15073913e-01 -1.24926087e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.3625189608309008 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.035507 ***
INFO - 14:43:10: Optimization: 42%|████▏ | 21/50 [00:04<00:02, 11.57 it/sec, obj=3.5e+3]
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: PropulsionScenario
INFO - 14:43:10: Disciplines: SobieskiPropulsion
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: y_34(x_3)
INFO - 14:43:10: With respect to: x_3
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_3(x_3) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.1565005638681951 | 1 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 7%|▋ | 2/30 [00:00<00:00, 5417.83 it/sec, obj=0.965]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 0.9654818678593162
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 3
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_3 = [-9.20985729e-01 -7.90142710e-02 4.44089210e-16 -1.81694682e-01]
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:10: | x_3 | 0.1 | 0.170166754397817 | 1 | float |
INFO - 14:43:10: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.011063 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: AerodynamicsScenario
INFO - 14:43:10: Disciplines: SobieskiAerodynamics
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_24(x_2)
INFO - 14:43:10: With respect to: x_2
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_2(x_2) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:10: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7804.32 it/sec]
INFO - 14:43:10: Optimization result:
INFO - 14:43:10: Objective value = 8.257717680766602
INFO - 14:43:10: The result is feasible.
INFO - 14:43:10: Status: 8
INFO - 14:43:10: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:10: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:10: Constraints values:
INFO - 14:43:10: g_2 = -0.011117114713082632
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+-------+-------------+-------+
INFO - 14:43:10: *** MDO Scenario run terminated in 0:00:00.008611 ***
INFO - 14:43:10:
INFO - 14:43:10: *** Start MDO Scenario execution ***
INFO - 14:43:10: StructureScenario
INFO - 14:43:10: Disciplines: SobieskiStructure
INFO - 14:43:10: MDOFormulation: DisciplinaryOpt
INFO - 14:43:10: Algorithm: SLSQP
INFO - 14:43:10: Optimization problem:
INFO - 14:43:10: Minimize: -y_11(x_1)
INFO - 14:43:10: With respect to: x_1
INFO - 14:43:10: Subject to constraints:
INFO - 14:43:10: g_1(x_1) <= 0.0
INFO - 14:43:10: Design space:
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: | x_1 | 0.1 | 0.3625189608309008 | 0.4 | float |
INFO - 14:43:10: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:10: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:10: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:10: [A
INFO - 14:43:11: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 894.09 it/sec, obj=0.435]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.4350144936229201
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_1 = [-0.0181487 -0.03253198 -0.04331131 -0.05092696 -0.05648242 -0.11090577
INFO - 14:43:11: -0.12909423]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.038810 ***
INFO - 14:43:11: Optimization: 44%|████▍ | 22/50 [00:04<00:02, 11.14 it/sec, obj=2.96e+3]
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: PropulsionScenario
INFO - 14:43:11: Disciplines: SobieskiPropulsion
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: y_34(x_3)
INFO - 14:43:11: With respect to: x_3
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_3(x_3) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.170166754397817 | 1 | float |
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 2300.69 it/sec, obj=0.925]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.9254394162214166
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_3 = [-8.78870945e-01 -1.21129055e-01 2.22044605e-16 -1.83013135e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.156500563868195 | 1 | float |
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.018528 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: AerodynamicsScenario
INFO - 14:43:11: Disciplines: SobieskiAerodynamics
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_24(x_2)
INFO - 14:43:11: With respect to: x_2
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_2(x_2) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8165.42 it/sec]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 8.3568965684742
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_2 = -0.019925352819098796
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.008488 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: StructureScenario
INFO - 14:43:11: Disciplines: SobieskiStructure
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_11(x_1)
INFO - 14:43:11: With respect to: x_1
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_1(x_1) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 996.65 it/sec, obj=0.474]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.4740267685734765
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: None
INFO - 14:43:11: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_1 = [-1.03916875e-13 -1.54940308e-02 -2.86807847e-02 -3.83335533e-02
INFO - 14:43:11: -4.54940308e-02 -1.15060263e-01 -1.24939737e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3621036810930675 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.035391 ***
INFO - 14:43:11: Optimization: 46%|████▌ | 23/50 [00:04<00:02, 10.73 it/sec, obj=3.5e+3]
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: PropulsionScenario
INFO - 14:43:11: Disciplines: SobieskiPropulsion
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: y_34(x_3)
INFO - 14:43:11: With respect to: x_3
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_3(x_3) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.156500563868195 | 1 | float |
INFO - 14:43:11: +------+-------------+-------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3235.51 it/sec, obj=0.939]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.9394787725737598
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: None
INFO - 14:43:11: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_3 = [-9.64081226e-01 -3.59187741e-02 -2.22044605e-16 -1.82188242e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1603585042620692 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.014861 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: AerodynamicsScenario
INFO - 14:43:11: Disciplines: SobieskiAerodynamics
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_24(x_2)
INFO - 14:43:11: With respect to: x_2
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_2(x_2) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8134.28 it/sec]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 8.684155504899758
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_2 = -0.03392583432158558
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.008593 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: StructureScenario
INFO - 14:43:11: Disciplines: SobieskiStructure
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_11(x_1)
INFO - 14:43:11: With respect to: x_1
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_1(x_1) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3621036810930675 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1006.01 it/sec, obj=0.391]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.3909902304551829
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: None
INFO - 14:43:11: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_1 = [-1.11022302e-15 -6.00960989e-03 -1.80108111e-02 -2.80903787e-02
INFO - 14:43:11: -3.60096099e-02 -1.08020949e-01 -1.31979051e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3414452041676798 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.035243 ***
INFO - 14:43:11: Optimization: 48%|████▊ | 24/50 [00:04<00:02, 10.34 it/sec, obj=2.9e+3]
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: PropulsionScenario
INFO - 14:43:11: Disciplines: SobieskiPropulsion
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: y_34(x_3)
INFO - 14:43:11: With respect to: x_3
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_3(x_3) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1603585042620692 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 20%|██ | 6/30 [00:00<00:00, 2411.58 it/sec, obj=0.925]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.9254394162214165
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: None
INFO - 14:43:11: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_3 = [-8.06726621e-01 -1.93273379e-01 8.88178420e-16 -1.83013135e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1565005638681951 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.018184 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: AerodynamicsScenario
INFO - 14:43:11: Disciplines: SobieskiAerodynamics
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_24(x_2)
INFO - 14:43:11: With respect to: x_2
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_2(x_2) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8082.55 it/sec]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 8.17528809972877
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_2 = 2.220446049250313e-16
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.008886 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: StructureScenario
INFO - 14:43:11: Disciplines: SobieskiStructure
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_11(x_1)
INFO - 14:43:11: With respect to: x_1
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_1(x_1) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3414452041676798 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 20%|██ | 6/30 [00:00<00:00, 737.50 it/sec, obj=0.532]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.5324544370151876
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_1 = [-0.02281814 -0.0374413 -0.04766692 -0.0547348 -0.05983525 -0.13080153
INFO - 14:43:11: -0.10919847]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.046129 ***
INFO - 14:43:11: Optimization: 50%|█████ | 25/50 [00:05<00:02, 9.95 it/sec, obj=3.8e+3]
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: PropulsionScenario
INFO - 14:43:11: Disciplines: SobieskiPropulsion
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: y_34(x_3)
INFO - 14:43:11: With respect to: x_3
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_3(x_3) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1565005638681951 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3105.21 it/sec, obj=0.939]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.9393424857456654
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: None
INFO - 14:43:11: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_3 = [-9.25396632e-01 -7.46033682e-02 -5.55111512e-16 -1.81642958e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1597986840023259 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.015263 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: AerodynamicsScenario
INFO - 14:43:11: Disciplines: SobieskiAerodynamics
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_24(x_2)
INFO - 14:43:11: With respect to: x_2
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_2(x_2) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8026.35 it/sec]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 8.74791433757553
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_2 = -0.01117312847329166
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.008960 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: StructureScenario
INFO - 14:43:11: Disciplines: SobieskiStructure
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_11(x_1)
INFO - 14:43:11: With respect to: x_1
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_1(x_1) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 3%|▎ | 1/30 [00:00<00:00, 3992.67 it/sec]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.43557973587516474
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_1 = [-0.01806685 -0.03244893 -0.04323833 -0.05086345 -0.05642665 -0.11090577
INFO - 14:43:11: -0.12909423]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.013009 ***
INFO - 14:43:11: Optimization: 52%|█████▏ | 26/50 [00:05<00:02, 9.68 it/sec, obj=3.27e+3]
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: PropulsionScenario
INFO - 14:43:11: Disciplines: SobieskiPropulsion
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: y_34(x_3)
INFO - 14:43:11: With respect to: x_3
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_3(x_3) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1597986840023259 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3159.95 it/sec, obj=0.945]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.9447268575478692
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: None
INFO - 14:43:11: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_3 = [-9.25396480e-01 -7.46035198e-02 -5.55111512e-16 -1.83208225e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1632856051738318 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.015236 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: AerodynamicsScenario
INFO - 14:43:11: Disciplines: SobieskiAerodynamics
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_24(x_2)
INFO - 14:43:11: With respect to: x_2
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_2(x_2) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7854.01 it/sec]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 8.54263225533794
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_2 = -0.011120100556834434
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.008608 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: StructureScenario
INFO - 14:43:11: Disciplines: SobieskiStructure
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_11(x_1)
INFO - 14:43:11: With respect to: x_1
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_1(x_1) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 7%|▋ | 2/30 [00:00<00:00, 1151.06 it/sec, obj=0.434]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.43447695807685827
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 17
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_1 = [-0.01814433 -0.03252755 -0.04330742 -0.05092357 -0.05647944 -0.11090577
INFO - 14:43:11: -0.12909423]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 14:43:11: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.031343 ***
INFO - 14:43:11: Optimization: 54%|█████▍ | 27/50 [00:05<00:02, 9.39 it/sec, obj=3.14e+3]
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: PropulsionScenario
INFO - 14:43:11: Disciplines: SobieskiPropulsion
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: y_34(x_3)
INFO - 14:43:11: With respect to: x_3
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_3(x_3) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1632856051738318 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 20%|██ | 6/30 [00:00<00:00, 2028.19 it/sec, obj=0.925]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 0.9254394162214166
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: None
INFO - 14:43:11: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 9
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_3 = [-8.57869930e-01 -1.42130070e-01 -5.55111512e-16 -1.83013135e-01]
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: | x_3 | 0.1 | 0.1565005638681949 | 1 | float |
INFO - 14:43:11: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:11: *** MDO Scenario run terminated in 0:00:00.020322 ***
INFO - 14:43:11:
INFO - 14:43:11: *** Start MDO Scenario execution ***
INFO - 14:43:11: AerodynamicsScenario
INFO - 14:43:11: Disciplines: SobieskiAerodynamics
INFO - 14:43:11: MDOFormulation: DisciplinaryOpt
INFO - 14:43:11: Algorithm: SLSQP
INFO - 14:43:11: Optimization problem:
INFO - 14:43:11: Minimize: -y_24(x_2)
INFO - 14:43:11: With respect to: x_2
INFO - 14:43:11: Subject to constraints:
INFO - 14:43:11: g_2(x_2) <= 0.0
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:11: [A
INFO - 14:43:11: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8169.13 it/sec]
INFO - 14:43:11: Optimization result:
INFO - 14:43:11: Objective value = 8.30237102298271
INFO - 14:43:11: The result is feasible.
INFO - 14:43:11: Status: 8
INFO - 14:43:11: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:11: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:11: Constraints values:
INFO - 14:43:11: g_2 = -0.01716626128652332
INFO - 14:43:11: Design space:
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:11: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:11: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.008520 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: StructureScenario
INFO - 14:43:12: Disciplines: SobieskiStructure
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_11(x_1)
INFO - 14:43:12: With respect to: x_1
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_1(x_1) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 984.84 it/sec, obj=0.491]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.49125285091528237
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: None
INFO - 14:43:12: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_1 = [-3.62820884e-13 -1.69096359e-02 -3.02733403e-02 -3.98624067e-02
INFO - 14:43:12: -4.69096359e-02 -1.17662003e-01 -1.22337997e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.3558849980722373 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.035802 ***
INFO - 14:43:12: Optimization: 56%|█████▌ | 28/50 [00:05<00:02, 9.09 it/sec, obj=3.58e+3]
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: PropulsionScenario
INFO - 14:43:12: Disciplines: SobieskiPropulsion
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: y_34(x_3)
INFO - 14:43:12: With respect to: x_3
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_3(x_3) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1565005638681949 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3517.14 it/sec, obj=0.972]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.9721387244369408
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: None
INFO - 14:43:12: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_3 = [-8.51089533e-01 -1.48910467e-01 -1.11022302e-16 -1.82963871e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1749901488212995 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.014204 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: AerodynamicsScenario
INFO - 14:43:12: Disciplines: SobieskiAerodynamics
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_24(x_2)
INFO - 14:43:12: With respect to: x_2
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_2(x_2) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8213.39 it/sec]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 7.546637679110227
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_2 = -0.02283163281776357
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.008838 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: StructureScenario
INFO - 14:43:12: Disciplines: SobieskiStructure
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_11(x_1)
INFO - 14:43:12: With respect to: x_1
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_1(x_1) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.3558849980722373 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 997.27 it/sec, obj=0.488]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.48757864496235825
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: None
INFO - 14:43:12: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_1 = [-2.00506278e-13 -1.40141347e-02 -2.70159016e-02 -3.67352655e-02
INFO - 14:43:12: -4.40141347e-02 -1.11293529e-01 -1.28706471e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.3163408366134667 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.035492 ***
WARNING - 14:43:12: MDAJacobi has reached its maximum number of iterations but the normed residual 2.687083664252027e-14 is still above the tolerance 1e-14.
INFO - 14:43:12: Optimization: 58%|█████▊ | 29/50 [00:05<00:02, 8.74 it/sec, obj=2.97e+3]
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: PropulsionScenario
INFO - 14:43:12: Disciplines: SobieskiPropulsion
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: y_34(x_3)
INFO - 14:43:12: With respect to: x_3
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_3(x_3) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1749901488212995 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1495.85 it/sec, obj=0.943]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.9430858594355676
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_3 = [-7.95884525e-01 -2.04115475e-01 2.22044605e-16 -1.81900800e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1613566097844007 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.025603 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: AerodynamicsScenario
INFO - 14:43:12: Disciplines: SobieskiAerodynamics
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_24(x_2)
INFO - 14:43:12: With respect to: x_2
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_2(x_2) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
WARNING - 14:43:12: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:12: Optimization: 93%|█████████▎| 28/30 [00:00<00:00, 568.15 it/sec, obj=7.84]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 7.841437881679844
INFO - 14:43:12: The result is not feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 79
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_2 = 0.010000000000000009
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.057845 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: StructureScenario
INFO - 14:43:12: Disciplines: SobieskiStructure
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_11(x_1)
INFO - 14:43:12: With respect to: x_1
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_1(x_1) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.3163408366134667 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 891.73 it/sec, obj=0.528]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.5284300925816726
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_1 = [-0.05520868 -0.06091152 -0.06597329 -0.06971767 -0.07250863 -0.12844021
INFO - 14:43:12: -0.11155979]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.039271 ***
INFO - 14:43:12: Optimization: 60%|██████ | 30/50 [00:05<00:02, 8.41 it/sec, obj=3.61e+3]
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: PropulsionScenario
INFO - 14:43:12: Disciplines: SobieskiPropulsion
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: y_34(x_3)
INFO - 14:43:12: With respect to: x_3
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_3(x_3) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1613566097844007 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 2112.86 it/sec, obj=0.927]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.9269416745844543
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_3 = [-7.56892246e-01 -2.43107754e-01 6.66133815e-16 -1.82770731e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1567577468930528 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.019509 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: AerodynamicsScenario
INFO - 14:43:12: Disciplines: SobieskiAerodynamics
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_24(x_2)
INFO - 14:43:12: With respect to: x_2
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_2(x_2) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
WARNING - 14:43:12: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:12: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7978.51 it/sec]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 7.972687411988102
INFO - 14:43:12: The result is not feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_2 = 0.005497336471570247
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.008648 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: StructureScenario
INFO - 14:43:12: Disciplines: SobieskiStructure
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_11(x_1)
INFO - 14:43:12: With respect to: x_1
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_1(x_1) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4097.07 it/sec]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.5719979452444065
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_1 = [-0.03565958 -0.04574633 -0.05379972 -0.05959497 -0.0638598 -0.13720865
INFO - 14:43:12: -0.10279135]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.012560 ***
INFO - 14:43:12: Optimization: 62%|██████▏ | 31/50 [00:06<00:02, 8.21 it/sec, obj=3.98e+3]
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: PropulsionScenario
INFO - 14:43:12: Disciplines: SobieskiPropulsion
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: y_34(x_3)
INFO - 14:43:12: With respect to: x_3
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_3(x_3) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1567577468930528 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 3%|▎ | 1/30 [00:00<00:00, 9581.14 it/sec]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.9269416745844543
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_3 = [-7.74281335e-01 -2.25718665e-01 6.66133815e-16 -1.82770731e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1567577468930528 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.008752 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: AerodynamicsScenario
INFO - 14:43:12: Disciplines: SobieskiAerodynamics
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_24(x_2)
INFO - 14:43:12: With respect to: x_2
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_2(x_2) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
WARNING - 14:43:12: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:12: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2733.81 it/sec]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 8.094036723164507
INFO - 14:43:12: The result is not feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_2 = 0.0051219805196669466
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.015923 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: StructureScenario
INFO - 14:43:12: Disciplines: SobieskiStructure
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_11(x_1)
INFO - 14:43:12: With respect to: x_1
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_1(x_1) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4058.87 it/sec]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.5588729876033425
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_1 = [-0.03635148 -0.04678517 -0.05479544 -0.06049551 -0.06466801 -0.13381983
INFO - 14:43:12: -0.10618017]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.012692 ***
INFO - 14:43:12: Optimization: 64%|██████▍ | 32/50 [00:06<00:02, 8.07 it/sec, obj=3.93e+3]
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: PropulsionScenario
INFO - 14:43:12: Disciplines: SobieskiPropulsion
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: y_34(x_3)
INFO - 14:43:12: With respect to: x_3
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_3(x_3) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1567577468930528 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 10%|█ | 3/30 [00:00<00:00, 3060.94 it/sec, obj=0.927]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.9274716304386506
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_3 = [-8.43937377e-01 -1.56062623e-01 2.22044605e-16 -1.82871627e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_3 | 0.1 | 0.1570104298808018 | 1 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.015178 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: AerodynamicsScenario
INFO - 14:43:12: Disciplines: SobieskiAerodynamics
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_24(x_2)
INFO - 14:43:12: With respect to: x_2
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_2(x_2) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8286.41 it/sec]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 8.26799149888601
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: 8
INFO - 14:43:12: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_2 = -0.017492894022248517
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.008374 ***
INFO - 14:43:12:
INFO - 14:43:12: *** Start MDO Scenario execution ***
INFO - 14:43:12: StructureScenario
INFO - 14:43:12: Disciplines: SobieskiStructure
INFO - 14:43:12: MDOFormulation: DisciplinaryOpt
INFO - 14:43:12: Algorithm: SLSQP
INFO - 14:43:12: Optimization problem:
INFO - 14:43:12: Minimize: -y_11(x_1)
INFO - 14:43:12: With respect to: x_1
INFO - 14:43:12: Subject to constraints:
INFO - 14:43:12: g_1(x_1) <= 0.0
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+-------+-------------+-------+
INFO - 14:43:12: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:12: [A
INFO - 14:43:12: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 987.89 it/sec, obj=0.484]
INFO - 14:43:12: Optimization result:
INFO - 14:43:12: Objective value = 0.4843107469700906
INFO - 14:43:12: The result is feasible.
INFO - 14:43:12: Status: None
INFO - 14:43:12: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:12: Number of calls to the objective function by the optimizer: 6
INFO - 14:43:12: Constraints values:
INFO - 14:43:12: g_1 = [-4.94271291e-13 -1.67558470e-02 -3.01003279e-02 -3.96963148e-02
INFO - 14:43:12: -4.67558470e-02 -1.17263592e-01 -1.22736408e-01]
INFO - 14:43:12: Design space:
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: | x_1 | 0.1 | 0.3542074989149407 | 0.4 | float |
INFO - 14:43:12: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:12: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:12: *** MDO Scenario run terminated in 0:00:00.035934 ***
INFO - 14:43:12: Optimization: 66%|██████▌ | 33/50 [00:06<00:02, 7.86 it/sec, obj=3.47e+3]
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1570104298808018 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 20%|██ | 6/30 [00:00<00:00, 2198.85 it/sec, obj=0.924]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9239330847904542
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: None
INFO - 14:43:13: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-8.01609347e-01 -1.98390653e-01 2.22044605e-16 -1.83255000e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.019182 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
WARNING - 14:43:13: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7862.85 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 8.236509436936293
INFO - 14:43:13: The result is not feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = 0.0021241382764549677
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.008723 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_11(x_1)
INFO - 14:43:13: With respect to: x_1
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_1(x_1) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.3542074989149407 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 675.68 it/sec, obj=0.539]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.5390310781241371
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: None
INFO - 14:43:13: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 29
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_1 = [-0.02984235 -0.04273719 -0.05186875 -0.05820661 -0.06278974 -0.12951239
INFO - 14:43:13: -0.11048761]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.049784 ***
INFO - 14:43:13: Optimization: 68%|██████▊ | 34/50 [00:06<00:02, 7.64 it/sec, obj=3.86e+3]
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 7%|▋ | 2/30 [00:00<00:00, 1535.48 it/sec, obj=0.924]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9239330847904542
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 17
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-8.17502568e-01 -1.82497432e-01 2.22044605e-16 -1.83255000e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.025013 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8218.22 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 8.282558827563918
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = -0.003455400565532285
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.008641 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_11(x_1)
INFO - 14:43:13: With respect to: x_1
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_1(x_1) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4092.94 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.5267489342253243
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_1 = [-0.01589305 -0.03237619 -0.04369996 -0.05148051 -0.05707851 -0.1279609
INFO - 14:43:13: -0.1120391 ]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.012546 ***
INFO - 14:43:13: Optimization: 70%|███████ | 35/50 [00:06<00:01, 7.51 it/sec, obj=3.79e+3]
WARNING - 14:43:13: MDAJacobi has reached its maximum number of iterations but the normed residual 1.7359275648513367e-14 is still above the tolerance 1e-14.
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3163.84 it/sec, obj=0.926]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9261714573788935
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: None
INFO - 14:43:13: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-8.14955256e-01 -1.85044744e-01 -5.55111512e-16 -1.82895429e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1566258586449499 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.015249 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8311.59 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 8.172864749577101
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = -0.003458624281642786
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.008344 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_11(x_1)
INFO - 14:43:13: With respect to: x_1
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_1(x_1) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 7%|▋ | 2/30 [00:00<00:00, 2219.68 it/sec, obj=0.523]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.5225047233890068
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 3
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_1 = [-0.01117127 -0.02856875 -0.04059703 -0.04887945 -0.054845 -0.13341555
INFO - 14:43:13: -0.10658445]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.018723 ***
INFO - 14:43:13: Optimization: 72%|███████▏ | 36/50 [00:06<00:01, 7.31 it/sec, obj=3.71e+3]
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1566258586449499 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2458.08 it/sec, obj=0.924]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9239330847904544
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-7.93434510e-01 -2.06565490e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.017872 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7748.58 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 8.08471041639562
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = -0.0036082729955622117
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.009039 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_11(x_1)
INFO - 14:43:13: With respect to: x_1
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_1(x_1) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 3833.68 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.5414844097953371
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_1 = [-0.00710463 -0.02531775 -0.03795631 -0.04666969 -0.05294954 -0.1376967
INFO - 14:43:13: -0.1023033 ]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.013619 ***
INFO - 14:43:13: Optimization: 74%|███████▍ | 37/50 [00:06<00:01, 7.17 it/sec, obj=3.8e+3]
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 9186.62 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9239330847904544
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-7.65218206e-01 -2.34781794e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.009017 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
WARNING - 14:43:13: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8803.55 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 7.9745768109028585
INFO - 14:43:13: The result is not feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = 0.001238165937299307
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.008528 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_11(x_1)
INFO - 14:43:13: With respect to: x_1
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_1(x_1) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5560.28 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.5623986799748228
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_1 = [-0.0177348 -0.03242063 -0.04328951 -0.05093914 -0.05650903 -0.14316629
INFO - 14:43:13: -0.09683371]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.010753 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3214.85 it/sec, obj=0.93]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9297631258875546
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: None
INFO - 14:43:13: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-7.91670552e-01 -2.08329448e-01 4.44089210e-16 -1.82322891e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1572556526848334 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.015022 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8014.08 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 8.054372462840968
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = -0.004751735987907901
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.008558 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_11(x_1)
INFO - 14:43:13: With respect to: x_1
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_1(x_1) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4079.53 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.5419314322174192
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_1 = [-0.00617533 -0.02473056 -0.03752805 -0.0463329 -0.05267212 -0.13516217
INFO - 14:43:13: -0.10483783]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.012802 ***
INFO - 14:43:13: Optimization: 78%|███████▊ | 39/50 [00:07<00:01, 6.94 it/sec, obj=3.78e+3]
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1572556526848334 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3025.10 it/sec, obj=0.924]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9239330847904544
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-7.65200332e-01 -2.34799668e-01 4.44089210e-16 -1.83255000e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.015570 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
WARNING - 14:43:13: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7566.39 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 7.9653010750047715
INFO - 14:43:13: The result is not feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = 0.0012509677720928813
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.008971 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_11(x_1)
INFO - 14:43:13: With respect to: x_1
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_1(x_1) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4039.46 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.5623666533545222
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_1 = [-0.01782676 -0.03249405 -0.04334911 -0.05098901 -0.0565518 -0.14309362
INFO - 14:43:13: -0.09690638]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:13: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.012989 ***
INFO - 14:43:13: Optimization: 80%|████████ | 40/50 [00:07<00:01, 6.82 it/sec, obj=3.9e+3]
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: PropulsionScenario
INFO - 14:43:13: Disciplines: SobieskiPropulsion
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: y_34(x_3)
INFO - 14:43:13: With respect to: x_3
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_3(x_3) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3486.15 it/sec, obj=0.927]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 0.9271869892180593
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: None
INFO - 14:43:13: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_3 = [-7.93290362e-01 -2.06709638e-01 -6.66133815e-16 -1.83253535e-01]
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: | x_3 | 0.1 | 0.1572549395467913 | 1 | float |
INFO - 14:43:13: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.014218 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: AerodynamicsScenario
INFO - 14:43:13: Disciplines: SobieskiAerodynamics
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:13: Optimization problem:
INFO - 14:43:13: Minimize: -y_24(x_2)
INFO - 14:43:13: With respect to: x_2
INFO - 14:43:13: Subject to constraints:
INFO - 14:43:13: g_2(x_2) <= 0.0
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:13: [A
INFO - 14:43:13: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8315.98 it/sec]
INFO - 14:43:13: Optimization result:
INFO - 14:43:13: Objective value = 8.029830387995856
INFO - 14:43:13: The result is feasible.
INFO - 14:43:13: Status: 8
INFO - 14:43:13: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:13: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:13: Constraints values:
INFO - 14:43:13: g_2 = -0.005008331867382809
INFO - 14:43:13: Design space:
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:13: +------+-------------+-------+-------------+-------+
INFO - 14:43:13: *** MDO Scenario run terminated in 0:00:00.008369 ***
INFO - 14:43:13:
INFO - 14:43:13: *** Start MDO Scenario execution ***
INFO - 14:43:13: StructureScenario
INFO - 14:43:13: Disciplines: SobieskiStructure
INFO - 14:43:13: MDOFormulation: DisciplinaryOpt
INFO - 14:43:13: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_11(x_1)
INFO - 14:43:14: With respect to: x_1
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_1(x_1) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4101.21 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.5387879937316007
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_1 = [-0.00314445 -0.02236653 -0.03562624 -0.04474963 -0.05131838 -0.1377765
INFO - 14:43:14: -0.1022235 ]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.012466 ***
INFO - 14:43:14: Optimization: 82%|████████▏ | 41/50 [00:07<00:01, 6.70 it/sec, obj=3.74e+3]
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: PropulsionScenario
INFO - 14:43:14: Disciplines: SobieskiPropulsion
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: y_34(x_3)
INFO - 14:43:14: With respect to: x_3
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_3(x_3) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1572549395467913 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 20%|██ | 6/30 [00:00<00:00, 2186.55 it/sec, obj=0.924]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.9239330847904542
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: None
INFO - 14:43:14: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_3 = [-7.64913832e-01 -2.35086168e-01 2.22044605e-16 -1.83255000e-01]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.019825 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: AerodynamicsScenario
INFO - 14:43:14: Disciplines: SobieskiAerodynamics
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_24(x_2)
INFO - 14:43:14: With respect to: x_2
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_2(x_2) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
WARNING - 14:43:14: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:14: Optimization: 90%|█████████ | 27/30 [00:00<00:00, 432.54 it/sec, obj=7.93]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 7.930094805657065
INFO - 14:43:14: The result is not feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 167
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_2 = 0.0014310191618445156
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.074281 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: StructureScenario
INFO - 14:43:14: Disciplines: SobieskiStructure
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_11(x_1)
INFO - 14:43:14: With respect to: x_1
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_1(x_1) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 3772.65 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.5602827117686187
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_1 = [-0.0166533 -0.03133861 -0.04234261 -0.05011664 -0.05578751 -0.14570662
INFO - 14:43:14: -0.09429338]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.013439 ***
INFO - 14:43:14: Optimization: 84%|████████▍ | 42/50 [00:07<00:01, 6.52 it/sec, obj=3.86e+3]
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: PropulsionScenario
INFO - 14:43:14: Disciplines: SobieskiPropulsion
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: y_34(x_3)
INFO - 14:43:14: With respect to: x_3
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_3(x_3) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 7%|▋ | 2/30 [00:00<00:00, 5465.13 it/sec, obj=0.931]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.9309885269617415
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 3
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_3 = [-7.92250222e-01 -2.07749778e-01 6.66133815e-16 -1.83238832e-01]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1584669931450687 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.011201 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: AerodynamicsScenario
INFO - 14:43:14: Disciplines: SobieskiAerodynamics
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_24(x_2)
INFO - 14:43:14: With respect to: x_2
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_2(x_2) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8288.05 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 7.965812873014931
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_2 = -0.00573394055658194
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.008418 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: StructureScenario
INFO - 14:43:14: Disciplines: SobieskiStructure
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_11(x_1)
INFO - 14:43:14: With respect to: x_1
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_1(x_1) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4056.65 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.5374976041550349
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_1 = [-0.00119536 -0.02090226 -0.0344662 -0.04379193 -0.05050381 -0.13775472
INFO - 14:43:14: -0.10224528]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.012597 ***
INFO - 14:43:14: Optimization: 86%|████████▌ | 43/50 [00:07<00:01, 6.39 it/sec, obj=3.68e+3]
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: PropulsionScenario
INFO - 14:43:14: Disciplines: SobieskiPropulsion
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: y_34(x_3)
INFO - 14:43:14: With respect to: x_3
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_3(x_3) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1584669931450687 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 10%|█ | 3/30 [00:00<00:00, 3357.23 it/sec, obj=0.923]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.9239330847904544
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_3 = [-0.76456791 -0.23543209 0. -0.183255 ]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.014223 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: AerodynamicsScenario
INFO - 14:43:14: Disciplines: SobieskiAerodynamics
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_24(x_2)
INFO - 14:43:14: With respect to: x_2
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_2(x_2) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
WARNING - 14:43:14: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7923.75 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 7.982973669828655
INFO - 14:43:14: The result is not feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_2 = 0.0016485455673851401
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.008627 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: StructureScenario
INFO - 14:43:14: Disciplines: SobieskiStructure
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_11(x_1)
INFO - 14:43:14: With respect to: x_1
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_1(x_1) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4104.02 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.5646437315846885
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_1 = [-0.0206053 -0.03471585 -0.04515401 -0.05249943 -0.05784742 -0.14092376
INFO - 14:43:14: -0.09907624]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.012534 ***
INFO - 14:43:14: Optimization: 88%|████████▊ | 44/50 [00:07<00:00, 6.28 it/sec, obj=3.93e+3]
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: PropulsionScenario
INFO - 14:43:14: Disciplines: SobieskiPropulsion
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: y_34(x_3)
INFO - 14:43:14: With respect to: x_3
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_3(x_3) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3291.03 it/sec, obj=0.928]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.92767340706967
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: None
INFO - 14:43:14: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_3 = [-7.91434505e-01 -2.08565495e-01 -2.22044605e-16 -1.83159661e-01]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1573261145441117 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.014564 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: AerodynamicsScenario
INFO - 14:43:14: Disciplines: SobieskiAerodynamics
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_24(x_2)
INFO - 14:43:14: With respect to: x_2
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_2(x_2) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8228.43 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 8.0501444799627
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_2 = -0.00488740162961232
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.008669 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: StructureScenario
INFO - 14:43:14: Disciplines: SobieskiStructure
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_11(x_1)
INFO - 14:43:14: With respect to: x_1
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_1(x_1) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4081.78 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.5411142671742215
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_1 = [-0.00541497 -0.02414256 -0.03705663 -0.04594117 -0.05233757 -0.13560667
INFO - 14:43:14: -0.10439333]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.012548 ***
INFO - 14:43:14: Optimization: 90%|█████████ | 45/50 [00:08<00:00, 6.18 it/sec, obj=3.76e+3]
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: PropulsionScenario
INFO - 14:43:14: Disciplines: SobieskiPropulsion
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: y_34(x_3)
INFO - 14:43:14: With respect to: x_3
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_3(x_3) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1573261145441117 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2537.80 it/sec, obj=0.924]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.9239330847904543
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 8
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_3 = [-7.67788209e-01 -2.32211791e-01 -8.88178420e-16 -1.83255000e-01]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.017529 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: AerodynamicsScenario
INFO - 14:43:14: Disciplines: SobieskiAerodynamics
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_24(x_2)
INFO - 14:43:14: With respect to: x_2
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_2(x_2) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8179.75 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 8.00337931374691
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_2 = -0.00037579442083757186
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.008686 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: StructureScenario
INFO - 14:43:14: Disciplines: SobieskiStructure
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_11(x_1)
INFO - 14:43:14: With respect to: x_1
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_1(x_1) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4083.50 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.5629962865879325
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_1 = [-0.01463793 -0.03057637 -0.04198894 -0.04993834 -0.05569706 -0.14026577
INFO - 14:43:14: -0.09973423]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.013021 ***
INFO - 14:43:14: Optimization: 92%|█████████▏| 46/50 [00:08<00:00, 6.08 it/sec, obj=3.92e+3]
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: PropulsionScenario
INFO - 14:43:14: Disciplines: SobieskiPropulsion
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: y_34(x_3)
INFO - 14:43:14: With respect to: x_3
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_3(x_3) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1562447456462873 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3776.72 it/sec, obj=0.93]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.9295770524436664
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: None
INFO - 14:43:14: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 5
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_3 = [-7.58273967e-01 -2.41726033e-01 -3.33066907e-16 -1.83251015e-01]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: | x_3 | 0.1 | 0.1580175385242678 | 1 | float |
INFO - 14:43:14: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.013620 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: AerodynamicsScenario
INFO - 14:43:14: Disciplines: SobieskiAerodynamics
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_24(x_2)
INFO - 14:43:14: With respect to: x_2
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_2(x_2) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
WARNING - 14:43:14: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 7999.31 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 7.891221086836896
INFO - 14:43:14: The result is not feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_2 = 0.00012503165323018983
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.008487 ***
INFO - 14:43:14:
INFO - 14:43:14: *** Start MDO Scenario execution ***
INFO - 14:43:14: StructureScenario
INFO - 14:43:14: Disciplines: SobieskiStructure
INFO - 14:43:14: MDOFormulation: DisciplinaryOpt
INFO - 14:43:14: Algorithm: SLSQP
INFO - 14:43:14: Optimization problem:
INFO - 14:43:14: Minimize: -y_11(x_1)
INFO - 14:43:14: With respect to: x_1
INFO - 14:43:14: Subject to constraints:
INFO - 14:43:14: g_1(x_1) <= 0.0
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:14: [A
INFO - 14:43:14: Optimization: 3%|▎ | 1/30 [00:00<00:00, 3840.23 it/sec]
INFO - 14:43:14: Optimization result:
INFO - 14:43:14: Objective value = 0.5589378914056443
INFO - 14:43:14: The result is feasible.
INFO - 14:43:14: Status: 8
INFO - 14:43:14: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:14: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:14: Constraints values:
INFO - 14:43:14: g_1 = [-0.01601551 -0.03152853 -0.04271571 -0.05052584 -0.05619002 -0.14052092
INFO - 14:43:14: -0.09947908]
INFO - 14:43:14: Design space:
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:14: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:14: +------+-------------+-------+-------------+-------+
INFO - 14:43:14: *** MDO Scenario run terminated in 0:00:00.013060 ***
INFO - 14:43:14: Optimization: 94%|█████████▍| 47/50 [00:08<00:00, 5.94 it/sec, obj=3.8e+3]
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: PropulsionScenario
INFO - 14:43:15: Disciplines: SobieskiPropulsion
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: y_34(x_3)
INFO - 14:43:15: With respect to: x_3
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_3(x_3) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | x_3 | 0.1 | 0.1580175385242678 | 1 | float |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 7%|▋ | 2/30 [00:00<00:00, 5198.48 it/sec, obj=0.93]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 0.9296348459477073
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: 8
INFO - 14:43:15: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 3
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_3 = [-0.75377928 -0.24622072 0. -0.18325226]
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | x_3 | 0.1 | 0.1580373932312747 | 1 | float |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.011382 ***
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: AerodynamicsScenario
INFO - 14:43:15: Disciplines: SobieskiAerodynamics
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: -y_24(x_2)
INFO - 14:43:15: With respect to: x_2
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_2(x_2) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
WARNING - 14:43:15: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 14:43:15: Optimization: 50%|█████ | 15/30 [00:00<00:00, 1150.47 it/sec, obj=7.85]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 7.852050491617898
INFO - 14:43:15: The result is not feasible.
INFO - 14:43:15: Status: 8
INFO - 14:43:15: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 24
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_2 = 0.0019386044293767668
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.030993 ***
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: StructureScenario
INFO - 14:43:15: Disciplines: SobieskiStructure
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: -y_11(x_1)
INFO - 14:43:15: With respect to: x_1
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_1(x_1) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:15: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 3%|▎ | 1/30 [00:00<00:00, 3929.46 it/sec]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 0.5590761296476427
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: 8
INFO - 14:43:15: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_1 = [-0.02118527 -0.03504918 -0.04538401 -0.05267383 -0.05798742 -0.14147238
INFO - 14:43:15: -0.09852762]
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:15: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.013186 ***
INFO - 14:43:15: Optimization: 96%|█████████▌| 48/50 [00:08<00:00, 5.84 it/sec, obj=3.79e+3]
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: PropulsionScenario
INFO - 14:43:15: Disciplines: SobieskiPropulsion
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: y_34(x_3)
INFO - 14:43:15: With respect to: x_3
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_3(x_3) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | x_3 | 0.1 | 0.1580373932312747 | 1 | float |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 20%|██ | 6/30 [00:00<00:00, 1985.53 it/sec, obj=0.925]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 0.9253991432742369
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: None
INFO - 14:43:15: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 9
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_3 = [-0.75913222 -0.24086778 0. -0.18311692]
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | x_3 | 0.1 | 0.1565771685458699 | 1 | float |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.020613 ***
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: AerodynamicsScenario
INFO - 14:43:15: Disciplines: SobieskiAerodynamics
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: -y_24(x_2)
INFO - 14:43:15: With respect to: x_2
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_2(x_2) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8234.89 it/sec]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 7.937582272403805
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: 8
INFO - 14:43:15: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_2 = -0.0003210139401474965
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.008524 ***
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: StructureScenario
INFO - 14:43:15: Disciplines: SobieskiStructure
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: -y_11(x_1)
INFO - 14:43:15: With respect to: x_1
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_1(x_1) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:15: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 3%|▎ | 1/30 [00:00<00:00, 3916.74 it/sec]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 0.5574609034136011
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: 8
INFO - 14:43:15: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_1 = [-0.01466838 -0.03057822 -0.0419834 -0.0499306 -0.05568876 -0.14045462
INFO - 14:43:15: -0.09954538]
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:15: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.012902 ***
INFO - 14:43:15: Optimization: 98%|█████████▊| 49/50 [00:08<00:00, 5.74 it/sec, obj=3.85e+3]
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: PropulsionScenario
INFO - 14:43:15: Disciplines: SobieskiPropulsion
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: y_34(x_3)
INFO - 14:43:15: With respect to: x_3
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_3(x_3) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | x_3 | 0.1 | 0.1565771685458699 | 1 | float |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 3149.90 it/sec, obj=0.933]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 0.9330529326177386
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: None
INFO - 14:43:15: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 7
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_3 = [-7.71086380e-01 -2.28913620e-01 -3.33066907e-16 -1.82891351e-01]
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: | x_3 | 0.1 | 0.1588302518528442 | 1 | float |
INFO - 14:43:15: +------+-------------+--------------------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.015344 ***
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: AerodynamicsScenario
INFO - 14:43:15: Disciplines: SobieskiAerodynamics
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: -y_24(x_2)
INFO - 14:43:15: With respect to: x_2
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_2(x_2) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 3%|▎ | 1/30 [00:00<00:00, 8283.14 it/sec]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 7.9115174102558
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: 8
INFO - 14:43:15: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_2 = -0.003962472794851957
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.008418 ***
INFO - 14:43:15:
INFO - 14:43:15: *** Start MDO Scenario execution ***
INFO - 14:43:15: StructureScenario
INFO - 14:43:15: Disciplines: SobieskiStructure
INFO - 14:43:15: MDOFormulation: DisciplinaryOpt
INFO - 14:43:15: Algorithm: SLSQP
INFO - 14:43:15: Optimization problem:
INFO - 14:43:15: Minimize: -y_11(x_1)
INFO - 14:43:15: With respect to: x_1
INFO - 14:43:15: Subject to constraints:
INFO - 14:43:15: g_1(x_1) <= 0.0
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:15: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 14:43:15: [A
INFO - 14:43:15: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4150.04 it/sec]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 0.5592227026968244
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: 8
INFO - 14:43:15: Optimizer message: Positive directional derivative for linesearch
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 2
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_1 = [-0.00606797 -0.02454718 -0.03734859 -0.04616921 -0.05252453 -0.13774461
INFO - 14:43:15: -0.10225539]
INFO - 14:43:15: Design space:
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 14:43:15: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 14:43:15: +------+-------------+-------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:00.012434 ***
INFO - 14:43:15: Optimization: 100%|██████████| 50/50 [00:08<00:00, 5.66 it/sec, obj=3.8e+3]
INFO - 14:43:15: Optimization: 100%|██████████| 50/50 [00:08<00:00, 5.66 it/sec, obj=3.8e+3]
INFO - 14:43:15: Optimization result:
INFO - 14:43:15: Objective value = 3919.5331737128204
INFO - 14:43:15: The result is feasible.
INFO - 14:43:15: Status: None
INFO - 14:43:15: Optimizer message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 14:43:15: Number of calls to the objective function by the optimizer: 52
INFO - 14:43:15: Constraints values:
INFO - 14:43:15: g_1_g_2_g_3 = [-1.46379315e-02 -3.05763722e-02 -4.19889359e-02 -4.99383439e-02
INFO - 14:43:15: -5.56970617e-02 -1.40265775e-01 -9.97342251e-02 -3.75794421e-04
INFO - 14:43:15: -7.67785463e-01 -2.32214537e-01 -8.88178420e-16 -1.83255000e-01]
INFO - 14:43:15: Design space:
INFO - 14:43:15: +----------+-------------+---------------------+-------------+-------+
INFO - 14:43:15: | name | lower_bound | value | upper_bound | type |
INFO - 14:43:15: +----------+-------------+---------------------+-------------+-------+
INFO - 14:43:15: | x_shared | 0.01 | 0.05990605139479063 | 0.09 | float |
INFO - 14:43:15: | x_shared | 30000 | 60000 | 60000 | float |
INFO - 14:43:15: | x_shared | 1.4 | 1.4 | 1.8 | float |
INFO - 14:43:15: | x_shared | 2.5 | 2.55108974115505 | 8.5 | float |
INFO - 14:43:15: | x_shared | 40 | 70 | 70 | float |
INFO - 14:43:15: | x_shared | 500 | 1500 | 1500 | float |
INFO - 14:43:15: +----------+-------------+---------------------+-------------+-------+
INFO - 14:43:15: *** MDO Scenario run terminated in 0:00:08.845386 ***
{'max_iter': 50, 'algo': 'NLOPT_COBYLA', 'algo_options': {'xtol_rel': 1e-07, 'xtol_abs': 1e-07, 'ftol_rel': 1e-07, 'ftol_abs': 1e-07, 'ineq_tolerance': 0.0001}}
Plot the history of the MDA residuals¶
For the first MDA:
system_scenario.formulation.mda1.plot_residual_history(show=False, save=False)
# For the second MDA:
system_scenario.formulation.mda2.plot_residual_history(show=False, save=False)
Plot the optimization history view¶
system_scenario.post_process("OptHistoryView", show=False, save=False)
# Workaround for HTML rendering, instead of ``show=True``
plt.show()
for disc in [propu, aero, mission, struct]:
print("{}: {} calls.".format(disc.name, disc.n_calls))
Out:
SobieskiPropulsion: 1263 calls.
SobieskiAerodynamics: 1408 calls.
SobieskiMission: 50 calls.
SobieskiStructure: 1416 calls.
Total running time of the script: ( 0 minutes 9.814 seconds)