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 - 09:24:26:
INFO - 09:24:26: *** Start MDO Scenario execution ***
INFO - 09:24:26: MDOScenario
INFO - 09:24:26: Disciplines: PropulsionScenario AerodynamicsScenario StructureScenario SobieskiMission
INFO - 09:24:26: MDOFormulation: BiLevel
INFO - 09:24:26: Algorithm: NLOPT_COBYLA
INFO - 09:24:26: Optimization problem:
INFO - 09:24:26: Minimize: -y_4(x_shared)
INFO - 09:24:26: With respect to: x_shared
INFO - 09:24:26: Subject to constraints:
INFO - 09:24:26: g_1_g_2_g_3(x_shared) <= 0.0
INFO - 09:24:26: Design Space:
INFO - 09:24:26: +----------+-------------+-------+-------------+-------+
INFO - 09:24:26: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:26: +----------+-------------+-------+-------------+-------+
INFO - 09:24:26: | x_shared | 0.01 | 0.05 | 0.09 | float |
INFO - 09:24:26: | x_shared | 30000 | 45000 | 60000 | float |
INFO - 09:24:26: | x_shared | 1.4 | 1.6 | 1.8 | float |
INFO - 09:24:26: | x_shared | 2.5 | 5.5 | 8.5 | float |
INFO - 09:24:26: | x_shared | 40 | 55 | 70 | float |
INFO - 09:24:26: | x_shared | 500 | 1000 | 1500 | float |
INFO - 09:24:26: +----------+-------------+-------+-------------+-------+
INFO - 09:24:26: Optimization: 0%| | 0/50 [00:00<?, ?it]
INFO - 09:24:26:
INFO - 09:24:26: *** Start MDO Scenario execution ***
INFO - 09:24:26: PropulsionScenario
INFO - 09:24:26: Disciplines: SobieskiPropulsion
INFO - 09:24:26: MDOFormulation: DisciplinaryOpt
INFO - 09:24:26: Algorithm: SLSQP
INFO - 09:24:26: Optimization problem:
INFO - 09:24:26: Minimize: y_34(x_3)
INFO - 09:24:26: With respect to: x_3
INFO - 09:24:26: Subject to constraints:
INFO - 09:24:26: g_3(x_3) <= 0.0
INFO - 09:24:26: Design Space:
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | x_3 | 0.1 | 0.5 | 1 | float |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:26: [A
INFO - 09:24:26: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1409.96 it/sec, obj=1.11]
INFO - 09:24:26: Optimization result:
INFO - 09:24:26: Objective value = 1.1087874739328383
INFO - 09:24:26: The result is feasible.
INFO - 09:24:26: Status: 8
INFO - 09:24:26: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:26: Number of calls to the objective function by the optimizer: 13
INFO - 09:24:26: Constraints values w.r.t. 0:
INFO - 09:24:26: g_3 = [-0.91571362 -0.08428638 0. -0.05794805]
INFO - 09:24:26: Design Space:
INFO - 09:24:26: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:26: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:26: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:26: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 09:24:26: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:26: *** MDO Scenario run terminated in 0:00:00.031003 ***
INFO - 09:24:26:
INFO - 09:24:26: *** Start MDO Scenario execution ***
INFO - 09:24:26: AerodynamicsScenario
INFO - 09:24:26: Disciplines: SobieskiAerodynamics
INFO - 09:24:26: MDOFormulation: DisciplinaryOpt
INFO - 09:24:26: Algorithm: SLSQP
INFO - 09:24:26: Optimization problem:
INFO - 09:24:26: Minimize: -y_24(x_2)
INFO - 09:24:26: With respect to: x_2
INFO - 09:24:26: Subject to constraints:
INFO - 09:24:26: g_2(x_2) <= 0.0
INFO - 09:24:26: Design Space:
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | x_2 | 0.75 | 1 | 1.25 | float |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:26: [A
INFO - 09:24:26: Optimization: 10%|█ | 3/30 [00:00<00:00, 2358.65 it/sec, obj=4.28]
INFO - 09:24:26: Optimization result:
INFO - 09:24:26: Objective value = 4.283343558640357
INFO - 09:24:26: The result is feasible.
INFO - 09:24:26: Status: 8
INFO - 09:24:26: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:26: Number of calls to the objective function by the optimizer: 4
INFO - 09:24:26: Constraints values w.r.t. 0:
INFO - 09:24:26: g_2 = -0.040000000000000036
INFO - 09:24:26: Design Space:
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: *** MDO Scenario run terminated in 0:00:00.021921 ***
INFO - 09:24:26:
INFO - 09:24:26: *** Start MDO Scenario execution ***
INFO - 09:24:26: StructureScenario
INFO - 09:24:26: Disciplines: SobieskiStructure
INFO - 09:24:26: MDOFormulation: DisciplinaryOpt
INFO - 09:24:26: Algorithm: SLSQP
INFO - 09:24:26: Optimization problem:
INFO - 09:24:26: Minimize: -y_11(x_1)
INFO - 09:24:26: With respect to: x_1
INFO - 09:24:26: Subject to constraints:
INFO - 09:24:26: g_1(x_1) <= 0.0
INFO - 09:24:26: Design Space:
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: | x_1 | 0.1 | 0.25 | 0.4 | float |
INFO - 09:24:26: | x_1 | 0.75 | 1 | 1.25 | float |
INFO - 09:24:26: +------+-------------+-------+-------------+-------+
INFO - 09:24:26: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:26: [A
INFO - 09:24:26: Optimization: 33%|███▎ | 10/30 [00:00<00:00, 297.36 it/sec, obj=0.156]
INFO - 09:24:26: [A
INFO - 09:24:26: Optimization: 33%|███▎ | 10/30 [00:00<00:00, 293.25 it/sec, obj=0.156]
INFO - 09:24:26: Optimization result:
INFO - 09:24:26: Objective value = 0.15631824061904565
INFO - 09:24:26: The result is feasible.
INFO - 09:24:26: Status: None
INFO - 09:24:26: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:26: Number of calls to the objective function by the optimizer: 11
INFO - 09:24:26: Constraints values w.r.t. 0:
INFO - 09:24:26: g_1 = [ 0. -0.02994192 -0.04493466 -0.05393728 -0.05994192 -0.06619637
INFO - 09:24:26: -0.17380363]
INFO - 09:24:26: Design Space:
INFO - 09:24:26: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:26: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:26: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:26: | x_1 | 0.1 | 0.1 | 0.4 | float |
INFO - 09:24:26: | x_1 | 0.75 | 0.9857121415528542 | 1.25 | float |
INFO - 09:24:26: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:26: *** MDO Scenario run terminated in 0:00:00.116088 ***
INFO - 09:24:26: Optimization: 4%|▍ | 2/50 [00:00<00:00, 120.25 it/sec, obj=553]
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: PropulsionScenario
INFO - 09:24:27: Disciplines: SobieskiPropulsion
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: y_34(x_3)
INFO - 09:24:27: With respect to: x_3
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_3(x_3) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
INFO - 09:24:27: Optimization: 7%|▋ | 2/30 [00:00<00:00, 1945.95 it/sec, obj=1.11]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 1.1087874739328383
INFO - 09:24:27: The result is feasible.
INFO - 09:24:27: Status: 8
INFO - 09:24:27: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 12
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_3 = [-0.75494685 -0.24505315 0. -0.05794805]
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.024302 ***
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: AerodynamicsScenario
INFO - 09:24:27: Disciplines: SobieskiAerodynamics
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: -y_24(x_2)
INFO - 09:24:27: With respect to: x_2
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_2(x_2) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
WARNING - 09:24:27: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:27: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5174.11 it/sec, obj=3.46]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 3.45600647884375
INFO - 09:24:27: The result is not feasible.
INFO - 09:24:27: Status: 8
INFO - 09:24:27: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_2 = 0.010000000000000009
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.014135 ***
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: StructureScenario
INFO - 09:24:27: Disciplines: SobieskiStructure
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: -y_11(x_1)
INFO - 09:24:27: With respect to: x_1
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_1(x_1) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | x_1 | 0.1 | 0.1 | 0.4 | float |
INFO - 09:24:27: | x_1 | 0.75 | 0.9857121415528542 | 1.25 | float |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
INFO - 09:24:27: Optimization: 30%|███ | 9/30 [00:00<00:00, 289.55 it/sec, obj=0.286]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 0.28615110061622706
INFO - 09:24:27: The result is feasible.
INFO - 09:24:27: Status: 8
INFO - 09:24:27: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 10
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 09:24:27: -0.03354102]
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:27: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.113294 ***
INFO - 09:24:27: Optimization: 6%|▌ | 3/50 [00:00<00:00, 66.47 it/sec, obj=574]
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: PropulsionScenario
INFO - 09:24:27: Disciplines: SobieskiPropulsion
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: y_34(x_3)
INFO - 09:24:27: With respect to: x_3
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_3(x_3) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | x_3 | 0.1 | 0.4302702621790957 | 1 | float |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
INFO - 09:24:27: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 1253.57 it/sec, obj=1.12]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 1.1169456193906955
INFO - 09:24:27: The result is feasible.
INFO - 09:24:27: Status: None
INFO - 09:24:27: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 16
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_3 = [-7.20996205e-01 -2.79003795e-01 -2.22044605e-16 -1.27460556e-01]
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.033038 ***
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: AerodynamicsScenario
INFO - 09:24:27: Disciplines: SobieskiAerodynamics
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: -y_24(x_2)
INFO - 09:24:27: With respect to: x_2
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_2(x_2) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
WARNING - 09:24:27: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:27: Optimization: 3%|▎ | 1/30 [00:00<00:00, 1640.22 it/sec, obj=3.32]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 3.3171632100551647
INFO - 09:24:27: The result is not feasible.
INFO - 09:24:27: Status: 8
INFO - 09:24:27: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_2 = 0.010000000000000009
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.026677 ***
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: StructureScenario
INFO - 09:24:27: Disciplines: SobieskiStructure
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: -y_11(x_1)
INFO - 09:24:27: With respect to: x_1
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_1(x_1) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:27: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
INFO - 09:24:27: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2422.96 it/sec, obj=0.272]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 0.2721681413246109
INFO - 09:24:27: The result is feasible.
INFO - 09:24:27: Status: 8
INFO - 09:24:27: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 09:24:27: -0.03354102]
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:27: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.021659 ***
INFO - 09:24:27: Optimization: 8%|▊ | 4/50 [00:01<00:00, 47.72 it/sec, obj=813]
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: PropulsionScenario
INFO - 09:24:27: Disciplines: SobieskiPropulsion
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: y_34(x_3)
INFO - 09:24:27: With respect to: x_3
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_3(x_3) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | x_3 | 0.1 | 0.2871004772038966 | 1 | float |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
INFO - 09:24:27: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 2088.69 it/sec, obj=1.14]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 1.137722098693054
INFO - 09:24:27: The result is feasible.
INFO - 09:24:27: Status: None
INFO - 09:24:27: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 6
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_3 = [-7.10555843e-01 -2.89444157e-01 6.66133815e-16 -1.11370139e-01]
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 09:24:27: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.023811 ***
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: AerodynamicsScenario
INFO - 09:24:27: Disciplines: SobieskiAerodynamics
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: -y_24(x_2)
INFO - 09:24:27: With respect to: x_2
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_2(x_2) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
WARNING - 09:24:27: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:27: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5580.25 it/sec, obj=3.31]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 3.3146292282019343
INFO - 09:24:27: The result is not feasible.
INFO - 09:24:27: Status: 8
INFO - 09:24:27: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_2 = 0.010000000000000009
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.013236 ***
INFO - 09:24:27:
INFO - 09:24:27: *** Start MDO Scenario execution ***
INFO - 09:24:27: StructureScenario
INFO - 09:24:27: Disciplines: SobieskiStructure
INFO - 09:24:27: MDOFormulation: DisciplinaryOpt
INFO - 09:24:27: Algorithm: SLSQP
INFO - 09:24:27: Optimization problem:
INFO - 09:24:27: Minimize: -y_11(x_1)
INFO - 09:24:27: With respect to: x_1
INFO - 09:24:27: Subject to constraints:
INFO - 09:24:27: g_1(x_1) <= 0.0
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:27: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:27: [A
INFO - 09:24:27: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2545.50 it/sec, obj=0.274]
INFO - 09:24:27: Optimization result:
INFO - 09:24:27: Objective value = 0.27378795455025856
INFO - 09:24:27: The result is feasible.
INFO - 09:24:27: Status: 8
INFO - 09:24:27: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:27: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:27: Constraints values w.r.t. 0:
INFO - 09:24:27: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 09:24:27: -0.03354102]
INFO - 09:24:27: Design Space:
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:27: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:27: +------+-------------+-------+-------------+-------+
INFO - 09:24:27: *** MDO Scenario run terminated in 0:00:00.020504 ***
INFO - 09:24:27: Optimization: 10%|█ | 5/50 [00:01<00:01, 36.07 it/sec, obj=751]
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: PropulsionScenario
INFO - 09:24:28: Disciplines: SobieskiPropulsion
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: y_34(x_3)
INFO - 09:24:28: With respect to: x_3
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_3(x_3) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_3 | 0.1 | 0.3243399096603405 | 1 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
INFO - 09:24:28: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 1205.49 it/sec, obj=1.12]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 1.1169456193906948
INFO - 09:24:28: The result is feasible.
INFO - 09:24:28: Status: None
INFO - 09:24:28: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 14
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_3 = [-7.20597051e-01 -2.79402949e-01 3.33066907e-15 -1.27460556e-01]
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_3 | 0.1 | 0.2871004772038976 | 1 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.033967 ***
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: AerodynamicsScenario
INFO - 09:24:28: Disciplines: SobieskiAerodynamics
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: -y_24(x_2)
INFO - 09:24:28: With respect to: x_2
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_2(x_2) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
WARNING - 09:24:28: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:28: Optimization: 100%|██████████| 30/30 [00:00<00:00, 380.43 it/sec, obj=3.38]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 3.3833585466979232
INFO - 09:24:28: The result is not feasible.
INFO - 09:24:28: Status: None
INFO - 09:24:28: Optimizer message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 81
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_2 = 0.010000000000000009
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.087580 ***
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: StructureScenario
INFO - 09:24:28: Disciplines: SobieskiStructure
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: -y_11(x_1)
INFO - 09:24:28: With respect to: x_1
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_1(x_1) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:28: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
INFO - 09:24:28: Optimization: 30%|███ | 9/30 [00:00<00:00, 331.64 it/sec, obj=0.255]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 0.25541043890635
INFO - 09:24:28: The result is feasible.
INFO - 09:24:28: Status: None
INFO - 09:24:28: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 10
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_1 = [-0.02878472 -0.01880008 -0.02520391 -0.03269298 -0.03920517 -0.24
INFO - 09:24:28: 0. ]
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_1 | 0.1 | 0.2842628773086107 | 0.4 | float |
INFO - 09:24:28: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.099988 ***
INFO - 09:24:28: Optimization: 12%|█▏ | 6/50 [00:01<00:01, 27.25 it/sec, obj=734]
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: PropulsionScenario
INFO - 09:24:28: Disciplines: SobieskiPropulsion
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: y_34(x_3)
INFO - 09:24:28: With respect to: x_3
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_3(x_3) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_3 | 0.1 | 0.2871004772038976 | 1 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
INFO - 09:24:28: Optimization: 3%|▎ | 1/30 [00:00<00:00, 6617.01 it/sec, obj=1.12]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 1.1169456193906948
INFO - 09:24:28: The result is feasible.
INFO - 09:24:28: Status: 8
INFO - 09:24:28: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_3 = [-8.42352689e-01 -1.57647311e-01 3.33066907e-15 -1.27460556e-01]
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_3 | 0.1 | 0.2871004772038976 | 1 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.017680 ***
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: AerodynamicsScenario
INFO - 09:24:28: Disciplines: SobieskiAerodynamics
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: -y_24(x_2)
INFO - 09:24:28: With respect to: x_2
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_2(x_2) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
WARNING - 09:24:28: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:28: Optimization: 3%|▎ | 1/30 [00:00<00:00, 6723.80 it/sec, obj=4.01]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 4.010763549229637
INFO - 09:24:28: The result is not feasible.
INFO - 09:24:28: Status: 8
INFO - 09:24:28: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_2 = 0.010000000000000009
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.012565 ***
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: StructureScenario
INFO - 09:24:28: Disciplines: SobieskiStructure
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: -y_11(x_1)
INFO - 09:24:28: With respect to: x_1
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_1(x_1) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_1 | 0.1 | 0.2842628773086107 | 0.4 | float |
INFO - 09:24:28: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
INFO - 09:24:28: Optimization: 20%|██ | 6/30 [00:00<00:00, 471.24 it/sec, obj=0.297]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 0.2971371152346421
INFO - 09:24:28: The result is feasible.
INFO - 09:24:28: Status: 8
INFO - 09:24:28: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_1 = [-0.02505357 -0.02542063 -0.03358482 -0.04103714 -0.04706944 -0.20645898
INFO - 09:24:28: -0.03354102]
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:28: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.072652 ***
INFO - 09:24:28: Optimization: 14%|█▍ | 7/50 [00:02<00:01, 23.60 it/sec, obj=977]
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: PropulsionScenario
INFO - 09:24:28: Disciplines: SobieskiPropulsion
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: y_34(x_3)
INFO - 09:24:28: With respect to: x_3
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_3(x_3) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_3 | 0.1 | 0.2871004772038976 | 1 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
INFO - 09:24:28: Optimization: 3%|▎ | 1/30 [00:00<00:00, 6209.18 it/sec, obj=1.12]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 1.1169456193906948
INFO - 09:24:28: The result is feasible.
INFO - 09:24:28: Status: 8
INFO - 09:24:28: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_3 = [-6.70083434e-01 -3.29916566e-01 3.33066907e-15 -1.27460556e-01]
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_3 | 0.1 | 0.2871004772038976 | 1 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.013518 ***
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: AerodynamicsScenario
INFO - 09:24:28: Disciplines: SobieskiAerodynamics
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: -y_24(x_2)
INFO - 09:24:28: With respect to: x_2
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_2(x_2) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
WARNING - 09:24:28: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:28: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2126.93 it/sec, obj=3.5]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 3.4989599823565976
INFO - 09:24:28: The result is not feasible.
INFO - 09:24:28: Status: 8
INFO - 09:24:28: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_2 = 0.010000000000000009
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+-------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.022471 ***
INFO - 09:24:28:
INFO - 09:24:28: *** Start MDO Scenario execution ***
INFO - 09:24:28: StructureScenario
INFO - 09:24:28: Disciplines: SobieskiStructure
INFO - 09:24:28: MDOFormulation: DisciplinaryOpt
INFO - 09:24:28: Algorithm: SLSQP
INFO - 09:24:28: Optimization problem:
INFO - 09:24:28: Minimize: -y_11(x_1)
INFO - 09:24:28: With respect to: x_1
INFO - 09:24:28: Subject to constraints:
INFO - 09:24:28: g_1(x_1) <= 0.0
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:28: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:28: [A
INFO - 09:24:28: Optimization: 20%|██ | 6/30 [00:00<00:00, 468.65 it/sec, obj=0.365]
INFO - 09:24:28: Optimization result:
INFO - 09:24:28: Objective value = 0.3649656566678708
INFO - 09:24:28: The result is feasible.
INFO - 09:24:28: Status: 8
INFO - 09:24:28: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:28: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:28: Constraints values w.r.t. 0:
INFO - 09:24:28: g_1 = [-2.58485524e-02 -1.74692489e-02 -2.44407670e-02 -3.21952521e-02
INFO - 09:24:28: -3.88530648e-02 -2.40000000e-01 2.22044605e-16]
INFO - 09:24:28: Design Space:
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: | x_1 | 0.1 | 0.3050815823044146 | 0.4 | float |
INFO - 09:24:28: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:28: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:28: *** MDO Scenario run terminated in 0:00:00.072972 ***
INFO - 09:24:29: Optimization: 16%|█▌ | 8/50 [00:02<00:02, 19.41 it/sec, obj=1.05e+3]
INFO - 09:24:29:
INFO - 09:24:29: *** Start MDO Scenario execution ***
INFO - 09:24:29: PropulsionScenario
INFO - 09:24:29: Disciplines: SobieskiPropulsion
INFO - 09:24:29: MDOFormulation: DisciplinaryOpt
INFO - 09:24:29: Algorithm: SLSQP
INFO - 09:24:29: Optimization problem:
INFO - 09:24:29: Minimize: y_34(x_3)
INFO - 09:24:29: With respect to: x_3
INFO - 09:24:29: Subject to constraints:
INFO - 09:24:29: g_3(x_3) <= 0.0
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | x_3 | 0.1 | 0.2871004772038976 | 1 | float |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:29: [A
INFO - 09:24:29: Optimization: 20%|██ | 6/30 [00:00<00:00, 1175.04 it/sec, obj=1.08]
INFO - 09:24:29: Optimization result:
INFO - 09:24:29: Objective value = 1.080847711398332
INFO - 09:24:29: The result is feasible.
INFO - 09:24:29: Status: 8
INFO - 09:24:29: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:29: Number of calls to the objective function by the optimizer: 11
INFO - 09:24:29: Constraints values w.r.t. 0:
INFO - 09:24:29: g_3 = [-6.44260493e-01 -3.55739507e-01 1.11022302e-15 -1.58454235e-01]
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | x_3 | 0.1 | 0.2177073183048985 | 1 | float |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: *** MDO Scenario run terminated in 0:00:00.034861 ***
INFO - 09:24:29:
INFO - 09:24:29: *** Start MDO Scenario execution ***
INFO - 09:24:29: AerodynamicsScenario
INFO - 09:24:29: Disciplines: SobieskiAerodynamics
INFO - 09:24:29: MDOFormulation: DisciplinaryOpt
INFO - 09:24:29: Algorithm: SLSQP
INFO - 09:24:29: Optimization problem:
INFO - 09:24:29: Minimize: -y_24(x_2)
INFO - 09:24:29: With respect to: x_2
INFO - 09:24:29: Subject to constraints:
INFO - 09:24:29: g_2(x_2) <= 0.0
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:29: [A
WARNING - 09:24:29: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:29: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5498.08 it/sec, obj=4.35]
INFO - 09:24:29: Optimization result:
INFO - 09:24:29: Objective value = 4.352522285586967
INFO - 09:24:29: The result is not feasible.
INFO - 09:24:29: Status: 8
INFO - 09:24:29: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:29: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:29: Constraints values w.r.t. 0:
INFO - 09:24:29: g_2 = 0.010000000000000009
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: *** MDO Scenario run terminated in 0:00:00.013433 ***
INFO - 09:24:29:
INFO - 09:24:29: *** Start MDO Scenario execution ***
INFO - 09:24:29: StructureScenario
INFO - 09:24:29: Disciplines: SobieskiStructure
INFO - 09:24:29: MDOFormulation: DisciplinaryOpt
INFO - 09:24:29: Algorithm: SLSQP
INFO - 09:24:29: Optimization problem:
INFO - 09:24:29: Minimize: -y_11(x_1)
INFO - 09:24:29: With respect to: x_1
INFO - 09:24:29: Subject to constraints:
INFO - 09:24:29: g_1(x_1) <= 0.0
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | x_1 | 0.1 | 0.3050815823044146 | 0.4 | float |
INFO - 09:24:29: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:29: [A
INFO - 09:24:29: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 375.26 it/sec, obj=0.38]
INFO - 09:24:29: Optimization result:
INFO - 09:24:29: Objective value = 0.37954210119942866
INFO - 09:24:29: The result is feasible.
INFO - 09:24:29: Status: 8
INFO - 09:24:29: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:29: Number of calls to the objective function by the optimizer: 8
INFO - 09:24:29: Constraints values w.r.t. 0:
INFO - 09:24:29: g_1 = [-0.02161348 -0.02137184 -0.02988995 -0.03776527 -0.04416735 -0.21636391
INFO - 09:24:29: -0.02363609]
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:29: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: *** MDO Scenario run terminated in 0:00:00.089390 ***
INFO - 09:24:29: Optimization: 18%|█▊ | 9/50 [00:02<00:02, 16.95 it/sec, obj=1.47e+3]
INFO - 09:24:29:
INFO - 09:24:29: *** Start MDO Scenario execution ***
INFO - 09:24:29: PropulsionScenario
INFO - 09:24:29: Disciplines: SobieskiPropulsion
INFO - 09:24:29: MDOFormulation: DisciplinaryOpt
INFO - 09:24:29: Algorithm: SLSQP
INFO - 09:24:29: Optimization problem:
INFO - 09:24:29: Minimize: y_34(x_3)
INFO - 09:24:29: With respect to: x_3
INFO - 09:24:29: Subject to constraints:
INFO - 09:24:29: g_3(x_3) <= 0.0
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | x_3 | 0.1 | 0.2177073183048985 | 1 | float |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:29: [A
INFO - 09:24:29: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1511.17 it/sec, obj=1.04]
INFO - 09:24:29: Optimization result:
INFO - 09:24:29: Objective value = 1.035787165878634
INFO - 09:24:29: The result is feasible.
INFO - 09:24:29: Status: 8
INFO - 09:24:29: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:29: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:29: Constraints values w.r.t. 0:
INFO - 09:24:29: g_3 = [-7.17144581e-01 -2.82855419e-01 6.66133815e-16 -1.61026637e-01]
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | x_3 | 0.1 | 0.1825346465565416 | 1 | float |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: *** MDO Scenario run terminated in 0:00:00.029050 ***
INFO - 09:24:29:
INFO - 09:24:29: *** Start MDO Scenario execution ***
INFO - 09:24:29: AerodynamicsScenario
INFO - 09:24:29: Disciplines: SobieskiAerodynamics
INFO - 09:24:29: MDOFormulation: DisciplinaryOpt
INFO - 09:24:29: Algorithm: SLSQP
INFO - 09:24:29: Optimization problem:
INFO - 09:24:29: Minimize: -y_24(x_2)
INFO - 09:24:29: With respect to: x_2
INFO - 09:24:29: Subject to constraints:
INFO - 09:24:29: g_2(x_2) <= 0.0
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:29: [A
INFO - 09:24:29: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5728.10 it/sec, obj=5.84]
INFO - 09:24:29: Optimization result:
INFO - 09:24:29: Objective value = 5.839283989463755
INFO - 09:24:29: The result is feasible.
INFO - 09:24:29: Status: 8
INFO - 09:24:29: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:29: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:29: Constraints values w.r.t. 0:
INFO - 09:24:29: g_2 = -0.009367730514951544
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: *** MDO Scenario run terminated in 0:00:00.013283 ***
INFO - 09:24:29:
INFO - 09:24:29: *** Start MDO Scenario execution ***
INFO - 09:24:29: StructureScenario
INFO - 09:24:29: Disciplines: SobieskiStructure
INFO - 09:24:29: MDOFormulation: DisciplinaryOpt
INFO - 09:24:29: Algorithm: SLSQP
INFO - 09:24:29: Optimization problem:
INFO - 09:24:29: Minimize: -y_11(x_1)
INFO - 09:24:29: With respect to: x_1
INFO - 09:24:29: Subject to constraints:
INFO - 09:24:29: g_1(x_1) <= 0.0
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: | x_1 | 0.1 | 0.4 | 0.4 | float |
INFO - 09:24:29: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:29: +------+-------------+-------+-------------+-------+
INFO - 09:24:29: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:29: [A
INFO - 09:24:29: Optimization: 33%|███▎ | 10/30 [00:00<00:00, 295.85 it/sec, obj=0.404]
INFO - 09:24:29: [A
INFO - 09:24:29: Optimization: 37%|███▋ | 11/30 [00:00<00:00, 263.28 it/sec, obj=0.404]
INFO - 09:24:29: Optimization result:
INFO - 09:24:29: Objective value = 0.40382065956540436
INFO - 09:24:29: The result is feasible.
INFO - 09:24:29: Status: None
INFO - 09:24:29: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:29: Number of calls to the objective function by the optimizer: 12
INFO - 09:24:29: Constraints values w.r.t. 0:
INFO - 09:24:29: g_1 = [-3.17923465e-12 -1.79572056e-02 -3.14518564e-02 -4.09937821e-02
INFO - 09:24:29: -4.79572056e-02 -1.33580594e-01 -1.06419406e-01]
INFO - 09:24:29: Design Space:
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: | x_1 | 0.1 | 0.2472931767826679 | 0.4 | float |
INFO - 09:24:29: | x_1 | 0.75 | 0.7500000000015651 | 1.25 | float |
INFO - 09:24:29: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:29: *** MDO Scenario run terminated in 0:00:00.123004 ***
INFO - 09:24:29: Optimization: 20%|██ | 10/50 [00:03<00:02, 14.85 it/sec, obj=2.12e+3]
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: PropulsionScenario
INFO - 09:24:30: Disciplines: SobieskiPropulsion
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: y_34(x_3)
INFO - 09:24:30: With respect to: x_3
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_3(x_3) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_3 | 0.1 | 0.1825346465565416 | 1 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 1450.98 it/sec, obj=0.99]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 0.989614108316119
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: None
INFO - 09:24:30: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 8
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_3 = [-6.66953058e-01 -3.33046942e-01 -1.11022302e-16 -1.71428005e-01]
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_3 | 0.1 | 0.1695964708433388 | 1 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.029956 ***
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: AerodynamicsScenario
INFO - 09:24:30: Disciplines: SobieskiAerodynamics
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: -y_24(x_2)
INFO - 09:24:30: With respect to: x_2
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_2(x_2) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5615.62 it/sec, obj=6.66]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 6.660849574158889
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: 8
INFO - 09:24:30: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_2 = -0.0012089393671506077
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.013701 ***
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: StructureScenario
INFO - 09:24:30: Disciplines: SobieskiStructure
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: -y_11(x_1)
INFO - 09:24:30: With respect to: x_1
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_1(x_1) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_1 | 0.1 | 0.2472931767826679 | 0.4 | float |
INFO - 09:24:30: | x_1 | 0.75 | 0.7500000000015651 | 1.25 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 30%|███ | 9/30 [00:00<00:00, 354.19 it/sec, obj=0.491]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 0.4909634028334529
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: None
INFO - 09:24:30: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 10
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_1 = [-0.01460812 -0.03087123 -0.04232811 -0.05026633 -0.05600186 -0.13698142
INFO - 09:24:30: -0.10301858]
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:30: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.094113 ***
INFO - 09:24:30: Optimization: 22%|██▏ | 11/50 [00:03<00:02, 13.13 it/sec, obj=2.86e+3]
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: PropulsionScenario
INFO - 09:24:30: Disciplines: SobieskiPropulsion
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: y_34(x_3)
INFO - 09:24:30: With respect to: x_3
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_3(x_3) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_3 | 0.1 | 0.1695964708433388 | 1 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 7%|▋ | 2/30 [00:00<00:00, 2053.92 it/sec, obj=0.965]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 0.9646743565515707
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: 8
INFO - 09:24:30: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 3
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_3 = [-6.98996556e-01 -3.01003444e-01 2.22044605e-16 -1.83255000e-01]
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_3 | 0.1 | 0.1717491656758228 | 1 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.023929 ***
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: AerodynamicsScenario
INFO - 09:24:30: Disciplines: SobieskiAerodynamics
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: -y_24(x_2)
INFO - 09:24:30: With respect to: x_2
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_2(x_2) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5637.25 it/sec, obj=7.01]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 7.00988318000393
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: 8
INFO - 09:24:30: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_2 = -0.0007384898625706349
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.013575 ***
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: StructureScenario
INFO - 09:24:30: Disciplines: SobieskiStructure
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: -y_11(x_1)
INFO - 09:24:30: With respect to: x_1
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_1(x_1) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:30: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1345.15 it/sec, obj=0.535]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 0.5350407274486196
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: None
INFO - 09:24:30: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_1 = [-0.01582937 -0.03173638 -0.04299608 -0.05080989 -0.05645992 -0.13720865
INFO - 09:24:30: -0.10279135]
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:30: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.031398 ***
INFO - 09:24:30: Optimization: 24%|██▍ | 12/50 [00:04<00:03, 11.90 it/sec, obj=3.11e+3]
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: PropulsionScenario
INFO - 09:24:30: Disciplines: SobieskiPropulsion
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: y_34(x_3)
INFO - 09:24:30: With respect to: x_3
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_3(x_3) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_3 | 0.1 | 0.1717491656758228 | 1 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 10%|█ | 3/30 [00:00<00:00, 1419.78 it/sec, obj=1.05]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 1.0541332444143487
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: 8
INFO - 09:24:30: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 15
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_3 = [-6.06129776e-01 -3.93870224e-01 -4.44089210e-16 -1.41160018e-01]
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_3 | 0.1 | 0.2508987387836578 | 1 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.030838 ***
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: AerodynamicsScenario
INFO - 09:24:30: Disciplines: SobieskiAerodynamics
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: -y_24(x_2)
INFO - 09:24:30: With respect to: x_2
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_2(x_2) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
WARNING - 09:24:30: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:30: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5581.49 it/sec, obj=5.27]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 5.267333742526563
INFO - 09:24:30: The result is not feasible.
INFO - 09:24:30: Status: 8
INFO - 09:24:30: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_2 = 0.010000000000000009
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+-------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.013776 ***
INFO - 09:24:30:
INFO - 09:24:30: *** Start MDO Scenario execution ***
INFO - 09:24:30: StructureScenario
INFO - 09:24:30: Disciplines: SobieskiStructure
INFO - 09:24:30: MDOFormulation: DisciplinaryOpt
INFO - 09:24:30: Algorithm: SLSQP
INFO - 09:24:30: Optimization problem:
INFO - 09:24:30: Minimize: -y_11(x_1)
INFO - 09:24:30: With respect to: x_1
INFO - 09:24:30: Subject to constraints:
INFO - 09:24:30: g_1(x_1) <= 0.0
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:30: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:30: [A
INFO - 09:24:30: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2477.68 it/sec, obj=0.54]
INFO - 09:24:30: Optimization result:
INFO - 09:24:30: Objective value = 0.5401770501962984
INFO - 09:24:30: The result is feasible.
INFO - 09:24:30: Status: 8
INFO - 09:24:30: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:30: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:30: Constraints values w.r.t. 0:
INFO - 09:24:30: g_1 = [-0.05148924 -0.05653395 -0.06197839 -0.06618011 -0.06937087 -0.13720865
INFO - 09:24:30: -0.10279135]
INFO - 09:24:30: Design Space:
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:30: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:30: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:30: *** MDO Scenario run terminated in 0:00:00.020969 ***
INFO - 09:24:31: Optimization: 26%|██▌ | 13/50 [00:04<00:03, 10.96 it/sec, obj=1.96e+3]
INFO - 09:24:31:
INFO - 09:24:31: *** Start MDO Scenario execution ***
INFO - 09:24:31: PropulsionScenario
INFO - 09:24:31: Disciplines: SobieskiPropulsion
INFO - 09:24:31: MDOFormulation: DisciplinaryOpt
INFO - 09:24:31: Algorithm: SLSQP
INFO - 09:24:31: Optimization problem:
INFO - 09:24:31: Minimize: y_34(x_3)
INFO - 09:24:31: With respect to: x_3
INFO - 09:24:31: Subject to constraints:
INFO - 09:24:31: g_3(x_3) <= 0.0
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_3 | 0.1 | 0.2508987387836578 | 1 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:31: [A
INFO - 09:24:31: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1921.55 it/sec, obj=0.963]
INFO - 09:24:31: Optimization result:
INFO - 09:24:31: Objective value = 0.9628890411258609
INFO - 09:24:31: The result is feasible.
INFO - 09:24:31: Status: 8
INFO - 09:24:31: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:31: Number of calls to the objective function by the optimizer: 6
INFO - 09:24:31: Constraints values w.r.t. 0:
INFO - 09:24:31: g_3 = [-7.13425595e-01 -2.86574405e-01 2.22044605e-16 -1.83246212e-01]
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_3 | 0.1 | 0.1709097352514885 | 1 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: *** MDO Scenario run terminated in 0:00:00.024672 ***
INFO - 09:24:31:
INFO - 09:24:31: *** Start MDO Scenario execution ***
INFO - 09:24:31: AerodynamicsScenario
INFO - 09:24:31: Disciplines: SobieskiAerodynamics
INFO - 09:24:31: MDOFormulation: DisciplinaryOpt
INFO - 09:24:31: Algorithm: SLSQP
INFO - 09:24:31: Optimization problem:
INFO - 09:24:31: Minimize: -y_24(x_2)
INFO - 09:24:31: With respect to: x_2
INFO - 09:24:31: Subject to constraints:
INFO - 09:24:31: g_2(x_2) <= 0.0
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:31: [A
WARNING - 09:24:31: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:31: Optimization: 100%|██████████| 30/30 [00:00<00:00, 333.89 it/sec, obj=6.55]
INFO - 09:24:31: Optimization result:
INFO - 09:24:31: Objective value = 6.551939857264175
INFO - 09:24:31: The result is not feasible.
INFO - 09:24:31: Status: None
INFO - 09:24:31: Optimizer message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 09:24:31: Number of calls to the objective function by the optimizer: 120
INFO - 09:24:31: Constraints values w.r.t. 0:
INFO - 09:24:31: g_2 = 0.010000000000000009
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: *** MDO Scenario run terminated in 0:00:00.098569 ***
INFO - 09:24:31:
INFO - 09:24:31: *** Start MDO Scenario execution ***
INFO - 09:24:31: StructureScenario
INFO - 09:24:31: Disciplines: SobieskiStructure
INFO - 09:24:31: MDOFormulation: DisciplinaryOpt
INFO - 09:24:31: Algorithm: SLSQP
INFO - 09:24:31: Optimization problem:
INFO - 09:24:31: Minimize: -y_11(x_1)
INFO - 09:24:31: With respect to: x_1
INFO - 09:24:31: Subject to constraints:
INFO - 09:24:31: g_1(x_1) <= 0.0
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:31: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:31: [A
INFO - 09:24:31: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2454.20 it/sec, obj=0.529]
INFO - 09:24:31: Optimization result:
INFO - 09:24:31: Objective value = 0.5292896511221614
INFO - 09:24:31: The result is feasible.
INFO - 09:24:31: Status: 8
INFO - 09:24:31: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:31: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:31: Constraints values w.r.t. 0:
INFO - 09:24:31: g_1 = [-0.04877356 -0.05333775 -0.05906158 -0.06359723 -0.0670799 -0.14376266
INFO - 09:24:31: -0.09623734]
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:31: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: *** MDO Scenario run terminated in 0:00:00.022622 ***
INFO - 09:24:31: Optimization: 28%|██▊ | 14/50 [00:04<00:03, 10.08 it/sec, obj=3.12e+3]
INFO - 09:24:31:
INFO - 09:24:31: *** Start MDO Scenario execution ***
INFO - 09:24:31: PropulsionScenario
INFO - 09:24:31: Disciplines: SobieskiPropulsion
INFO - 09:24:31: MDOFormulation: DisciplinaryOpt
INFO - 09:24:31: Algorithm: SLSQP
INFO - 09:24:31: Optimization problem:
INFO - 09:24:31: Minimize: y_34(x_3)
INFO - 09:24:31: With respect to: x_3
INFO - 09:24:31: Subject to constraints:
INFO - 09:24:31: g_3(x_3) <= 0.0
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_3 | 0.1 | 0.1709097352514885 | 1 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:31: [A
INFO - 09:24:31: Optimization: 10%|█ | 3/30 [00:00<00:00, 2783.65 it/sec, obj=0.974]
INFO - 09:24:31: Optimization result:
INFO - 09:24:31: Objective value = 0.9738991840106235
INFO - 09:24:31: The result is feasible.
INFO - 09:24:31: Status: 8
INFO - 09:24:31: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:31: Number of calls to the objective function by the optimizer: 4
INFO - 09:24:31: Constraints values w.r.t. 0:
INFO - 09:24:31: g_3 = [-7.53872635e-01 -2.46127365e-01 6.66133815e-16 -1.81581168e-01]
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_3 | 0.1 | 0.1740053874005325 | 1 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: *** MDO Scenario run terminated in 0:00:00.019847 ***
INFO - 09:24:31:
INFO - 09:24:31: *** Start MDO Scenario execution ***
INFO - 09:24:31: AerodynamicsScenario
INFO - 09:24:31: Disciplines: SobieskiAerodynamics
INFO - 09:24:31: MDOFormulation: DisciplinaryOpt
INFO - 09:24:31: Algorithm: SLSQP
INFO - 09:24:31: Optimization problem:
INFO - 09:24:31: Minimize: -y_24(x_2)
INFO - 09:24:31: With respect to: x_2
INFO - 09:24:31: Subject to constraints:
INFO - 09:24:31: g_2(x_2) <= 0.0
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:31: [A
WARNING - 09:24:31: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:31: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5238.30 it/sec, obj=7.1]
INFO - 09:24:31: Optimization result:
INFO - 09:24:31: Objective value = 7.102800431909443
INFO - 09:24:31: The result is not feasible.
INFO - 09:24:31: Status: 8
INFO - 09:24:31: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:31: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:31: Constraints values w.r.t. 0:
INFO - 09:24:31: g_2 = 0.010000000000000009
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+-------+-------------+-------+
INFO - 09:24:31: *** MDO Scenario run terminated in 0:00:00.013759 ***
INFO - 09:24:31:
INFO - 09:24:31: *** Start MDO Scenario execution ***
INFO - 09:24:31: StructureScenario
INFO - 09:24:31: Disciplines: SobieskiStructure
INFO - 09:24:31: MDOFormulation: DisciplinaryOpt
INFO - 09:24:31: Algorithm: SLSQP
INFO - 09:24:31: Optimization problem:
INFO - 09:24:31: Minimize: -y_11(x_1)
INFO - 09:24:31: With respect to: x_1
INFO - 09:24:31: Subject to constraints:
INFO - 09:24:31: g_1(x_1) <= 0.0
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:31: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:31: [A
INFO - 09:24:31: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1373.16 it/sec, obj=0.521]
INFO - 09:24:31: Optimization result:
INFO - 09:24:31: Objective value = 0.5214931325578526
INFO - 09:24:31: The result is feasible.
INFO - 09:24:31: Status: None
INFO - 09:24:31: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:31: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:31: Constraints values w.r.t. 0:
INFO - 09:24:31: g_1 = [-0.05072394 -0.05563323 -0.0611564 -0.06545223 -0.06872525 -0.13904266
INFO - 09:24:31: -0.10095734]
INFO - 09:24:31: Design Space:
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:31: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:31: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:31: *** MDO Scenario run terminated in 0:00:00.030664 ***
INFO - 09:24:31: Optimization: 30%|███ | 15/50 [00:05<00:03, 9.34 it/sec, obj=3.07e+3]
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: PropulsionScenario
INFO - 09:24:32: Disciplines: SobieskiPropulsion
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: y_34(x_3)
INFO - 09:24:32: With respect to: x_3
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_3(x_3) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_3 | 0.1 | 0.1740053874005325 | 1 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
INFO - 09:24:32: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1684.37 it/sec, obj=0.97]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 0.9704503897875227
INFO - 09:24:32: The result is feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 8
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_3 = [-7.41512114e-01 -2.58487886e-01 2.22044605e-16 -1.82143341e-01]
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_3 | 0.1 | 0.1730562045783094 | 1 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.026925 ***
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: AerodynamicsScenario
INFO - 09:24:32: Disciplines: SobieskiAerodynamics
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: -y_24(x_2)
INFO - 09:24:32: With respect to: x_2
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_2(x_2) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
WARNING - 09:24:32: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:32: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5500.01 it/sec, obj=6.97]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 6.973026539791833
INFO - 09:24:32: The result is not feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_2 = 0.010000000000000009
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.013444 ***
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: StructureScenario
INFO - 09:24:32: Disciplines: SobieskiStructure
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: -y_11(x_1)
INFO - 09:24:32: With respect to: x_1
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_1(x_1) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:32: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
INFO - 09:24:32: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1357.56 it/sec, obj=0.513]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 0.513127505665394
INFO - 09:24:32: The result is feasible.
INFO - 09:24:32: Status: None
INFO - 09:24:32: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_1 = [-0.04773943 -0.05212063 -0.05795085 -0.06261367 -0.06620749 -0.14629215
INFO - 09:24:32: -0.09370785]
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:32: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.031262 ***
INFO - 09:24:32: Optimization: 32%|███▏ | 16/50 [00:05<00:03, 8.72 it/sec, obj=2.98e+3]
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: PropulsionScenario
INFO - 09:24:32: Disciplines: SobieskiPropulsion
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: y_34(x_3)
INFO - 09:24:32: With respect to: x_3
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_3(x_3) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_3 | 0.1 | 0.1730562045783094 | 1 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
INFO - 09:24:32: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1388.23 it/sec, obj=0.98]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 0.9796868873541693
INFO - 09:24:32: The result is feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 14
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_3 = [-0.69165875 -0.30834125 0. -0.18122738]
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_3 | 0.1 | 0.1764712941513265 | 1 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.030756 ***
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: AerodynamicsScenario
INFO - 09:24:32: Disciplines: SobieskiAerodynamics
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: -y_24(x_2)
INFO - 09:24:32: With respect to: x_2
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_2(x_2) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
WARNING - 09:24:32: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:32: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5593.40 it/sec, obj=6.74]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 6.743488624357393
INFO - 09:24:32: The result is not feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_2 = 0.010000000000000009
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.013284 ***
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: StructureScenario
INFO - 09:24:32: Disciplines: SobieskiStructure
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: -y_11(x_1)
INFO - 09:24:32: With respect to: x_1
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_1(x_1) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:32: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
INFO - 09:24:32: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2500.43 it/sec, obj=0.544]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 0.5437340379314807
INFO - 09:24:32: The result is feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_1 = [-0.04670189 -0.05089951 -0.05683647 -0.06162686 -0.06533221 -0.14884864
INFO - 09:24:32: -0.09115136]
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:32: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.021604 ***
INFO - 09:24:32: Optimization: 34%|███▍ | 17/50 [00:06<00:04, 8.13 it/sec, obj=3.02e+3]
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: PropulsionScenario
INFO - 09:24:32: Disciplines: SobieskiPropulsion
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: y_34(x_3)
INFO - 09:24:32: With respect to: x_3
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_3(x_3) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_3 | 0.1 | 0.1764712941513265 | 1 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
INFO - 09:24:32: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1003.53 it/sec, obj=0.924]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 0.9239330847904542
INFO - 09:24:32: The result is feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 17
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_3 = [-6.90390457e-01 -3.09609543e-01 2.22044605e-16 -1.83255000e-01]
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.039114 ***
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: AerodynamicsScenario
INFO - 09:24:32: Disciplines: SobieskiAerodynamics
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: -y_24(x_2)
INFO - 09:24:32: With respect to: x_2
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_2(x_2) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
WARNING - 09:24:32: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:32: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5464.18 it/sec, obj=7.44]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 7.439829651600332
INFO - 09:24:32: The result is not feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_2 = 0.0005421119931139362
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+-------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.013478 ***
INFO - 09:24:32:
INFO - 09:24:32: *** Start MDO Scenario execution ***
INFO - 09:24:32: StructureScenario
INFO - 09:24:32: Disciplines: SobieskiStructure
INFO - 09:24:32: MDOFormulation: DisciplinaryOpt
INFO - 09:24:32: Algorithm: SLSQP
INFO - 09:24:32: Optimization problem:
INFO - 09:24:32: Minimize: -y_11(x_1)
INFO - 09:24:32: With respect to: x_1
INFO - 09:24:32: Subject to constraints:
INFO - 09:24:32: g_1(x_1) <= 0.0
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:32: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:32: [A
INFO - 09:24:32: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2542.93 it/sec, obj=0.528]
INFO - 09:24:32: Optimization result:
INFO - 09:24:32: Objective value = 0.5277648383650819
INFO - 09:24:32: The result is feasible.
INFO - 09:24:32: Status: 8
INFO - 09:24:32: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:32: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:32: Constraints values w.r.t. 0:
INFO - 09:24:32: g_1 = [-0.01970344 -0.03452536 -0.04516517 -0.05258228 -0.05795754 -0.13720865
INFO - 09:24:32: -0.10279135]
INFO - 09:24:32: Design Space:
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:32: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:32: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:32: *** MDO Scenario run terminated in 0:00:00.020621 ***
INFO - 09:24:33: Optimization: 36%|███▌ | 18/50 [00:06<00:04, 7.67 it/sec, obj=3.5e+3]
INFO - 09:24:33:
INFO - 09:24:33: *** Start MDO Scenario execution ***
INFO - 09:24:33: PropulsionScenario
INFO - 09:24:33: Disciplines: SobieskiPropulsion
INFO - 09:24:33: MDOFormulation: DisciplinaryOpt
INFO - 09:24:33: Algorithm: SLSQP
INFO - 09:24:33: Optimization problem:
INFO - 09:24:33: Minimize: y_34(x_3)
INFO - 09:24:33: With respect to: x_3
INFO - 09:24:33: Subject to constraints:
INFO - 09:24:33: g_3(x_3) <= 0.0
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:33: [A
INFO - 09:24:33: Optimization: 7%|▋ | 2/30 [00:00<00:00, 2010.79 it/sec, obj=0.936]
INFO - 09:24:33: Optimization result:
INFO - 09:24:33: Objective value = 0.9358361746865703
INFO - 09:24:33: The result is feasible.
INFO - 09:24:33: Status: 8
INFO - 09:24:33: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:33: Number of calls to the objective function by the optimizer: 3
INFO - 09:24:33: Constraints values w.r.t. 0:
INFO - 09:24:33: g_3 = [-5.29101187e-01 -4.70898813e-01 2.22044605e-16 -1.81310513e-01]
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_3 | 0.1 | 0.1583235344918342 | 1 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: *** MDO Scenario run terminated in 0:00:00.024402 ***
INFO - 09:24:33:
INFO - 09:24:33: *** Start MDO Scenario execution ***
INFO - 09:24:33: AerodynamicsScenario
INFO - 09:24:33: Disciplines: SobieskiAerodynamics
INFO - 09:24:33: MDOFormulation: DisciplinaryOpt
INFO - 09:24:33: Algorithm: SLSQP
INFO - 09:24:33: Optimization problem:
INFO - 09:24:33: Minimize: -y_24(x_2)
INFO - 09:24:33: With respect to: x_2
INFO - 09:24:33: Subject to constraints:
INFO - 09:24:33: g_2(x_2) <= 0.0
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:33: [A
INFO - 09:24:33: Optimization: 3%|▎ | 1/30 [00:00<00:00, 4860.71 it/sec, obj=6.82]
INFO - 09:24:33: Optimization result:
INFO - 09:24:33: Objective value = 6.817444080362615
INFO - 09:24:33: The result is feasible.
INFO - 09:24:33: Status: 8
INFO - 09:24:33: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:33: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:33: Constraints values w.r.t. 0:
INFO - 09:24:33: g_2 = -0.002032263710289195
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: *** MDO Scenario run terminated in 0:00:00.014142 ***
INFO - 09:24:33:
INFO - 09:24:33: *** Start MDO Scenario execution ***
INFO - 09:24:33: StructureScenario
INFO - 09:24:33: Disciplines: SobieskiStructure
INFO - 09:24:33: MDOFormulation: DisciplinaryOpt
INFO - 09:24:33: Algorithm: SLSQP
INFO - 09:24:33: Optimization problem:
INFO - 09:24:33: Minimize: -y_11(x_1)
INFO - 09:24:33: With respect to: x_1
INFO - 09:24:33: Subject to constraints:
INFO - 09:24:33: g_1(x_1) <= 0.0
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:33: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:33: [A
INFO - 09:24:33: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1371.85 it/sec, obj=0.478]
INFO - 09:24:33: Optimization result:
INFO - 09:24:33: Objective value = 0.477522642129728
INFO - 09:24:33: The result is feasible.
INFO - 09:24:33: Status: None
INFO - 09:24:33: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:33: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:33: Constraints values w.r.t. 0:
INFO - 09:24:33: g_1 = [-0.01201954 -0.02896497 -0.04083071 -0.04903592 -0.05495846 -0.13720865
INFO - 09:24:33: -0.10279135]
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:33: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: *** MDO Scenario run terminated in 0:00:00.030839 ***
INFO - 09:24:33: Optimization: 38%|███▊ | 19/50 [00:06<00:04, 7.25 it/sec, obj=2.81e+3]
INFO - 09:24:33:
INFO - 09:24:33: *** Start MDO Scenario execution ***
INFO - 09:24:33: PropulsionScenario
INFO - 09:24:33: Disciplines: SobieskiPropulsion
INFO - 09:24:33: MDOFormulation: DisciplinaryOpt
INFO - 09:24:33: Algorithm: SLSQP
INFO - 09:24:33: Optimization problem:
INFO - 09:24:33: Minimize: y_34(x_3)
INFO - 09:24:33: With respect to: x_3
INFO - 09:24:33: Subject to constraints:
INFO - 09:24:33: g_3(x_3) <= 0.0
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_3 | 0.1 | 0.1583235344918342 | 1 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:33: [A
INFO - 09:24:33: Optimization: 10%|█ | 3/30 [00:00<00:00, 2552.57 it/sec, obj=0.929]
INFO - 09:24:33: Optimization result:
INFO - 09:24:33: Objective value = 0.9291540090996063
INFO - 09:24:33: The result is feasible.
INFO - 09:24:33: Status: 8
INFO - 09:24:33: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:33: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:33: Constraints values w.r.t. 0:
INFO - 09:24:33: g_3 = [-0.72443745 -0.27556255 0. -0.18245565]
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_3 | 0.1 | 0.1571784698591608 | 1 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: *** MDO Scenario run terminated in 0:00:00.020919 ***
INFO - 09:24:33:
INFO - 09:24:33: *** Start MDO Scenario execution ***
INFO - 09:24:33: AerodynamicsScenario
INFO - 09:24:33: Disciplines: SobieskiAerodynamics
INFO - 09:24:33: MDOFormulation: DisciplinaryOpt
INFO - 09:24:33: Algorithm: SLSQP
INFO - 09:24:33: Optimization problem:
INFO - 09:24:33: Minimize: -y_24(x_2)
INFO - 09:24:33: With respect to: x_2
INFO - 09:24:33: Subject to constraints:
INFO - 09:24:33: g_2(x_2) <= 0.0
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:33: [A
WARNING - 09:24:33: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:33: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5563.72 it/sec, obj=7.66]
INFO - 09:24:33: Optimization result:
INFO - 09:24:33: Objective value = 7.660047474327701
INFO - 09:24:33: The result is not feasible.
INFO - 09:24:33: Status: 8
INFO - 09:24:33: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:33: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:33: Constraints values w.r.t. 0:
INFO - 09:24:33: g_2 = 0.00042212494007309864
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+-------+-------------+-------+
INFO - 09:24:33: *** MDO Scenario run terminated in 0:00:00.013735 ***
INFO - 09:24:33:
INFO - 09:24:33: *** Start MDO Scenario execution ***
INFO - 09:24:33: StructureScenario
INFO - 09:24:33: Disciplines: SobieskiStructure
INFO - 09:24:33: MDOFormulation: DisciplinaryOpt
INFO - 09:24:33: Algorithm: SLSQP
INFO - 09:24:33: Optimization problem:
INFO - 09:24:33: Minimize: -y_11(x_1)
INFO - 09:24:33: With respect to: x_1
INFO - 09:24:33: Subject to constraints:
INFO - 09:24:33: g_1(x_1) <= 0.0
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:33: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:33: [A
INFO - 09:24:33: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1365.78 it/sec, obj=0.497]
INFO - 09:24:33: Optimization result:
INFO - 09:24:33: Objective value = 0.49735897622561526
INFO - 09:24:33: The result is feasible.
INFO - 09:24:33: Status: None
INFO - 09:24:33: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:33: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:33: Constraints values w.r.t. 0:
INFO - 09:24:33: g_1 = [-0.01995404 -0.03479861 -0.04540993 -0.05279721 -0.05814727 -0.13635541
INFO - 09:24:33: -0.10364459]
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:33: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: *** MDO Scenario run terminated in 0:00:00.030791 ***
INFO - 09:24:33: Optimization: 40%|████ | 20/50 [00:07<00:04, 6.82 it/sec, obj=3.31e+3]
INFO - 09:24:33:
INFO - 09:24:33: *** Start MDO Scenario execution ***
INFO - 09:24:33: PropulsionScenario
INFO - 09:24:33: Disciplines: SobieskiPropulsion
INFO - 09:24:33: MDOFormulation: DisciplinaryOpt
INFO - 09:24:33: Algorithm: SLSQP
INFO - 09:24:33: Optimization problem:
INFO - 09:24:33: Minimize: y_34(x_3)
INFO - 09:24:33: With respect to: x_3
INFO - 09:24:33: Subject to constraints:
INFO - 09:24:33: g_3(x_3) <= 0.0
INFO - 09:24:33: Design Space:
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: | x_3 | 0.1 | 0.1571784698591608 | 1 | float |
INFO - 09:24:33: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:33: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:33: [A
INFO - 09:24:34: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2276.38 it/sec, obj=0.924]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.9239330847904542
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_3 = [-7.86868171e-01 -2.13131829e-01 2.22044605e-16 -1.83255000e-01]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.021974 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: AerodynamicsScenario
INFO - 09:24:34: Disciplines: SobieskiAerodynamics
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_24(x_2)
INFO - 09:24:34: With respect to: x_2
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_2(x_2) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5324.52 it/sec, obj=8.13]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 8.130310914817048
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_2 = -0.0014068856374633842
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.013822 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: StructureScenario
INFO - 09:24:34: Disciplines: SobieskiStructure
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_11(x_1)
INFO - 09:24:34: With respect to: x_1
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_1(x_1) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1362.60 it/sec, obj=0.551]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.5508110264798609
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: None
INFO - 09:24:34: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_1 = [-0.01665984 -0.03265129 -0.04381774 -0.05153225 -0.05709801 -0.13363041
INFO - 09:24:34: -0.10636959]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.030943 ***
INFO - 09:24:34: Optimization: 42%|████▏ | 21/50 [00:07<00:04, 6.59 it/sec, obj=3.89e+3]
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: PropulsionScenario
INFO - 09:24:34: Disciplines: SobieskiPropulsion
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: y_34(x_3)
INFO - 09:24:34: With respect to: x_3
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_3(x_3) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 7%|▋ | 2/30 [00:00<00:00, 3680.94 it/sec, obj=0.944]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.9438250330180717
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 3
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_3 = [-0.79636602 -0.20363398 0. -0.18309604]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_3 | 0.1 | 0.1628292999781671 | 1 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.017569 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: AerodynamicsScenario
INFO - 09:24:34: Disciplines: SobieskiAerodynamics
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_24(x_2)
INFO - 09:24:34: With respect to: x_2
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_2(x_2) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
WARNING - 09:24:34: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:34: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2086.86 it/sec, obj=7.57]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 7.573930565139197
INFO - 09:24:34: The result is not feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_2 = 0.002314142556683052
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.022820 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: StructureScenario
INFO - 09:24:34: Disciplines: SobieskiStructure
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_11(x_1)
INFO - 09:24:34: With respect to: x_1
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_1(x_1) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2470.24 it/sec, obj=0.51]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.5103246852128638
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_1 = [-0.01300785 -0.02737489 -0.03879479 -0.04700237 -0.05303894 -0.15616364
INFO - 09:24:34: -0.08383636]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.021703 ***
INFO - 09:24:34: Optimization: 44%|████▍ | 22/50 [00:07<00:04, 6.34 it/sec, obj=3.26e+3]
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: PropulsionScenario
INFO - 09:24:34: Disciplines: SobieskiPropulsion
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: y_34(x_3)
INFO - 09:24:34: With respect to: x_3
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_3(x_3) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_3 | 0.1 | 0.1628292999781671 | 1 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 20%|██ | 6/30 [00:00<00:00, 1030.31 it/sec, obj=0.928]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.9282412324613434
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 23
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_3 = [-8.08173118e-01 -1.91826882e-01 4.44089210e-16 -1.82919515e-01]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_3 | 0.1 | 0.1572946947182602 | 1 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.038549 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: AerodynamicsScenario
INFO - 09:24:34: Disciplines: SobieskiAerodynamics
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_24(x_2)
INFO - 09:24:34: With respect to: x_2
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_2(x_2) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5735.15 it/sec, obj=8.08]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 8.080333170958752
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_2 = -0.005733566255163192
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.013531 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: StructureScenario
INFO - 09:24:34: Disciplines: SobieskiStructure
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_11(x_1)
INFO - 09:24:34: With respect to: x_1
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_1(x_1) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1366.42 it/sec, obj=0.526]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.5263473375515504
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: None
INFO - 09:24:34: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_1 = [-0.00750283 -0.0258088 -0.03840919 -0.0470726 -0.05330786 -0.13095419
INFO - 09:24:34: -0.10904581]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.030946 ***
INFO - 09:24:34: Optimization: 46%|████▌ | 23/50 [00:08<00:04, 6.15 it/sec, obj=3.71e+3]
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: PropulsionScenario
INFO - 09:24:34: Disciplines: SobieskiPropulsion
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: y_34(x_3)
INFO - 09:24:34: With respect to: x_3
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_3(x_3) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_3 | 0.1 | 0.1572946947182602 | 1 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1854.74 it/sec, obj=0.932]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.9323204612202742
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: None
INFO - 09:24:34: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 8
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_3 = [-8.10826150e-01 -1.89173850e-01 -3.33066907e-16 -1.83238236e-01]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_3 | 0.1 | 0.1589071393366118 | 1 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.025286 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: AerodynamicsScenario
INFO - 09:24:34: Disciplines: SobieskiAerodynamics
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_24(x_2)
INFO - 09:24:34: With respect to: x_2
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_2(x_2) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5722.11 it/sec, obj=7.88]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 7.878371316263503
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_2 = -0.0008594582447878363
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+-------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.013320 ***
INFO - 09:24:34:
INFO - 09:24:34: *** Start MDO Scenario execution ***
INFO - 09:24:34: StructureScenario
INFO - 09:24:34: Disciplines: SobieskiStructure
INFO - 09:24:34: MDOFormulation: DisciplinaryOpt
INFO - 09:24:34: Algorithm: SLSQP
INFO - 09:24:34: Optimization problem:
INFO - 09:24:34: Minimize: -y_11(x_1)
INFO - 09:24:34: With respect to: x_1
INFO - 09:24:34: Subject to constraints:
INFO - 09:24:34: g_1(x_1) <= 0.0
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:34: [A
INFO - 09:24:34: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2545.50 it/sec, obj=0.509]
INFO - 09:24:34: Optimization result:
INFO - 09:24:34: Objective value = 0.50915911514418
INFO - 09:24:34: The result is feasible.
INFO - 09:24:34: Status: 8
INFO - 09:24:34: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:34: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:34: Constraints values w.r.t. 0:
INFO - 09:24:34: g_1 = [-0.00863637 -0.02569786 -0.038001 -0.04659005 -0.05281907 -0.14627233
INFO - 09:24:34: -0.09372767]
INFO - 09:24:34: Design Space:
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:34: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:34: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:34: *** MDO Scenario run terminated in 0:00:00.020864 ***
INFO - 09:24:34: Optimization: 48%|████▊ | 24/50 [00:08<00:04, 5.95 it/sec, obj=3.44e+3]
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: PropulsionScenario
INFO - 09:24:35: Disciplines: SobieskiPropulsion
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: y_34(x_3)
INFO - 09:24:35: With respect to: x_3
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_3(x_3) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_3 | 0.1 | 0.1589071393366118 | 1 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 7%|▋ | 2/30 [00:00<00:00, 3934.13 it/sec, obj=0.944]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 0.9439467010074958
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: 8
INFO - 09:24:35: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 3
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_3 = [-7.55692147e-01 -2.44307853e-01 6.66133815e-16 -1.83156313e-01]
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_3 | 0.1 | 0.1629374290365911 | 1 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.017141 ***
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: AerodynamicsScenario
INFO - 09:24:35: Disciplines: SobieskiAerodynamics
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: -y_24(x_2)
INFO - 09:24:35: With respect to: x_2
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_2(x_2) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
WARNING - 09:24:35: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:35: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5663.39 it/sec, obj=7.64]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 7.644394527236385
INFO - 09:24:35: The result is not feasible.
INFO - 09:24:35: Status: 8
INFO - 09:24:35: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_2 = 0.002289393282469243
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.013145 ***
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: StructureScenario
INFO - 09:24:35: Disciplines: SobieskiStructure
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: -y_11(x_1)
INFO - 09:24:35: With respect to: x_1
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_1(x_1) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:35: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1372.09 it/sec, obj=0.559]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 0.5588300647993596
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: None
INFO - 09:24:35: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_1 = [-0.02204265 -0.03558422 -0.04577159 -0.05297731 -0.05823667 -0.14192984
INFO - 09:24:35: -0.09807016]
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:35: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.030687 ***
INFO - 09:24:35: Optimization: 50%|█████ | 25/50 [00:08<00:04, 5.74 it/sec, obj=3.61e+3]
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: PropulsionScenario
INFO - 09:24:35: Disciplines: SobieskiPropulsion
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: y_34(x_3)
INFO - 09:24:35: With respect to: x_3
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_3(x_3) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_3 | 0.1 | 0.1629374290365911 | 1 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2290.05 it/sec, obj=0.924]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 0.9239330847904543
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: 8
INFO - 09:24:35: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_3 = [-9.24109636e-01 -7.58903641e-02 -3.33066907e-16 -1.83255000e-01]
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.021973 ***
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: AerodynamicsScenario
INFO - 09:24:35: Disciplines: SobieskiAerodynamics
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: -y_24(x_2)
INFO - 09:24:35: With respect to: x_2
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_2(x_2) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5807.94 it/sec, obj=8.84]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 8.842167626591234
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: 8
INFO - 09:24:35: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_2 = -0.01521265516107495
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.013740 ***
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: StructureScenario
INFO - 09:24:35: Disciplines: SobieskiStructure
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: -y_11(x_1)
INFO - 09:24:35: With respect to: x_1
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_1(x_1) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:35: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1355.70 it/sec, obj=0.442]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 0.4415822387651244
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: None
INFO - 09:24:35: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_1 = [-0.01268167 -0.02668924 -0.03810498 -0.04636625 -0.05246202 -0.11090577
INFO - 09:24:35: -0.12909423]
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:35: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.031139 ***
INFO - 09:24:35: Optimization: 52%|█████▏ | 26/50 [00:08<00:04, 5.59 it/sec, obj=3.42e+3]
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: PropulsionScenario
INFO - 09:24:35: Disciplines: SobieskiPropulsion
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: y_34(x_3)
INFO - 09:24:35: With respect to: x_3
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_3(x_3) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_3 | 0.1 | 0.1562447456462874 | 1 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 2233.59 it/sec, obj=0.929]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 0.9288217169137772
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: None
INFO - 09:24:35: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_3 = [-8.04555339e-01 -1.95444661e-01 1.77635684e-15 -1.83205623e-01]
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_3 | 0.1 | 0.1577331575989469 | 1 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.022558 ***
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: AerodynamicsScenario
INFO - 09:24:35: Disciplines: SobieskiAerodynamics
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: -y_24(x_2)
INFO - 09:24:35: With respect to: x_2
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_2(x_2) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5722.11 it/sec, obj=7.91]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 7.907029610720011
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: 8
INFO - 09:24:35: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_2 = -0.01894707134463025
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+-------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.013204 ***
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: StructureScenario
INFO - 09:24:35: Disciplines: SobieskiStructure
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:35: Optimization problem:
INFO - 09:24:35: Minimize: -y_11(x_1)
INFO - 09:24:35: With respect to: x_1
INFO - 09:24:35: Subject to constraints:
INFO - 09:24:35: g_1(x_1) <= 0.0
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_1 | 0.1 | 0.3999999999999995 | 0.4 | float |
INFO - 09:24:35: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:35: [A
INFO - 09:24:35: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 443.88 it/sec, obj=0.521]
INFO - 09:24:35: Optimization result:
INFO - 09:24:35: Objective value = 0.5212006955914936
INFO - 09:24:35: The result is feasible.
INFO - 09:24:35: Status: None
INFO - 09:24:35: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:35: Number of calls to the objective function by the optimizer: 8
INFO - 09:24:35: Constraints values w.r.t. 0:
INFO - 09:24:35: g_1 = [-4.44089210e-15 -1.62076275e-02 -2.94835809e-02 -3.91042377e-02
INFO - 09:24:35: -4.62076275e-02 -1.13288534e-01 -1.26711466e-01]
INFO - 09:24:35: Design Space:
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: | x_1 | 0.1 | 0.2417658229058786 | 0.4 | float |
INFO - 09:24:35: | x_1 | 0.75 | 0.7500000000000077 | 1.25 | float |
INFO - 09:24:35: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:35: *** MDO Scenario run terminated in 0:00:00.077078 ***
INFO - 09:24:35: Optimization: 54%|█████▍ | 27/50 [00:09<00:04, 5.33 it/sec, obj=3.56e+3]
INFO - 09:24:35:
INFO - 09:24:35: *** Start MDO Scenario execution ***
INFO - 09:24:35: PropulsionScenario
INFO - 09:24:35: Disciplines: SobieskiPropulsion
INFO - 09:24:35: MDOFormulation: DisciplinaryOpt
INFO - 09:24:35: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: y_34(x_3)
INFO - 09:24:36: With respect to: x_3
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_3(x_3) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_3 | 0.1 | 0.1577331575989469 | 1 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1258.72 it/sec, obj=0.928]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 0.9278409225305781
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: 8
INFO - 09:24:36: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_3 = [-7.93370801e-01 -2.06629199e-01 2.22044605e-16 -1.83181642e-01]
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_3 | 0.1 | 0.1573986626107436 | 1 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.037426 ***
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: AerodynamicsScenario
INFO - 09:24:36: Disciplines: SobieskiAerodynamics
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: -y_24(x_2)
INFO - 09:24:36: With respect to: x_2
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_2(x_2) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5615.62 it/sec, obj=7.61]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 7.614381073514759
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: 8
INFO - 09:24:36: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_2 = -0.0106374633195494
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.013648 ***
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: StructureScenario
INFO - 09:24:36: Disciplines: SobieskiStructure
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: -y_11(x_1)
INFO - 09:24:36: With respect to: x_1
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_1(x_1) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_1 | 0.1 | 0.2417658229058786 | 0.4 | float |
INFO - 09:24:36: | x_1 | 0.75 | 0.7500000000000077 | 1.25 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 20%|██ | 6/30 [00:00<00:00, 523.07 it/sec, obj=0.512]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 0.5120226342112734
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: None
INFO - 09:24:36: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_1 = [ 2.22044605e-16 -1.75590135e-02 -3.10038902e-02 -4.05637346e-02
INFO - 09:24:36: -4.75590135e-02 -1.30998073e-01 -1.09001927e-01]
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_1 | 0.1 | 0.2059356027324594 | 0.4 | float |
INFO - 09:24:36: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.066594 ***
INFO - 09:24:36: Optimization: 56%|█████▌ | 28/50 [00:09<00:04, 5.18 it/sec, obj=3.38e+3]
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: PropulsionScenario
INFO - 09:24:36: Disciplines: SobieskiPropulsion
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: y_34(x_3)
INFO - 09:24:36: With respect to: x_3
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_3(x_3) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_3 | 0.1 | 0.1573986626107436 | 1 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1874.35 it/sec, obj=0.951]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 0.9507895945512296
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: None
INFO - 09:24:36: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_3 = [-7.84075058e-01 -2.15924942e-01 4.44089210e-16 -1.82994708e-01]
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_3 | 0.1 | 0.1654171813305096 | 1 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.025204 ***
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: AerodynamicsScenario
INFO - 09:24:36: Disciplines: SobieskiAerodynamics
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: -y_24(x_2)
INFO - 09:24:36: With respect to: x_2
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_2(x_2) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5680.00 it/sec, obj=7.59]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 7.591734075198599
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: 8
INFO - 09:24:36: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_2 = -0.011813272853317569
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.013300 ***
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: StructureScenario
INFO - 09:24:36: Disciplines: SobieskiStructure
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: -y_11(x_1)
INFO - 09:24:36: With respect to: x_1
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_1(x_1) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_1 | 0.1 | 0.2059356027324594 | 0.4 | float |
INFO - 09:24:36: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 30%|███ | 9/30 [00:00<00:00, 320.82 it/sec, obj=0.535]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 0.5353515523176096
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: None
INFO - 09:24:36: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 10
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_1 = [-1.84297022e-14 -1.85402934e-02 -3.21078301e-02 -4.16235169e-02
INFO - 09:24:36: -4.85402934e-02 -1.25880273e-01 -1.14119727e-01]
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_1 | 0.1 | 0.3150778918451125 | 0.4 | float |
INFO - 09:24:36: | x_1 | 0.75 | 0.7500000000000002 | 1.25 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.102681 ***
INFO - 09:24:36: Optimization: 58%|█████▊ | 29/50 [00:10<00:04, 4.96 it/sec, obj=3.39e+3]
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: PropulsionScenario
INFO - 09:24:36: Disciplines: SobieskiPropulsion
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: y_34(x_3)
INFO - 09:24:36: With respect to: x_3
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_3(x_3) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_3 | 0.1 | 0.1654171813305096 | 1 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1701.98 it/sec, obj=0.927]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 0.9268407059079221
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: 8
INFO - 09:24:36: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 6
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_3 = [-0.81028129 -0.18971871 0. -0.18300951]
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:36: | x_3 | 0.1 | 0.156932588230983 | 1 | float |
INFO - 09:24:36: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.027335 ***
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: AerodynamicsScenario
INFO - 09:24:36: Disciplines: SobieskiAerodynamics
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: -y_24(x_2)
INFO - 09:24:36: With respect to: x_2
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_2(x_2) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5744.05 it/sec, obj=7.91]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 7.910086723465782
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: 8
INFO - 09:24:36: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_2 = -0.018937937692283358
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:36: +------+-------------+-------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.013110 ***
INFO - 09:24:36:
INFO - 09:24:36: *** Start MDO Scenario execution ***
INFO - 09:24:36: StructureScenario
INFO - 09:24:36: Disciplines: SobieskiStructure
INFO - 09:24:36: MDOFormulation: DisciplinaryOpt
INFO - 09:24:36: Algorithm: SLSQP
INFO - 09:24:36: Optimization problem:
INFO - 09:24:36: Minimize: -y_11(x_1)
INFO - 09:24:36: With respect to: x_1
INFO - 09:24:36: Subject to constraints:
INFO - 09:24:36: g_1(x_1) <= 0.0
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_1 | 0.1 | 0.3150778918451125 | 0.4 | float |
INFO - 09:24:36: | x_1 | 0.75 | 0.7500000000000002 | 1.25 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:36: [A
INFO - 09:24:36: Optimization: 20%|██ | 6/30 [00:00<00:00, 534.90 it/sec, obj=0.522]
INFO - 09:24:36: Optimization result:
INFO - 09:24:36: Objective value = 0.5216411711157257
INFO - 09:24:36: The result is feasible.
INFO - 09:24:36: Status: None
INFO - 09:24:36: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:36: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:36: Constraints values w.r.t. 0:
INFO - 09:24:36: g_1 = [ 0. -0.01619343 -0.02946761 -0.03908891 -0.04619343 -0.11351387
INFO - 09:24:36: -0.12648613]
INFO - 09:24:36: Design Space:
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: | x_1 | 0.1 | 0.2524775281270838 | 0.4 | float |
INFO - 09:24:36: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 09:24:36: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:36: *** MDO Scenario run terminated in 0:00:00.064944 ***
INFO - 09:24:36: Optimization: 60%|██████ | 30/50 [00:10<00:04, 4.84 it/sec, obj=3.62e+3]
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: PropulsionScenario
INFO - 09:24:37: Disciplines: SobieskiPropulsion
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: y_34(x_3)
INFO - 09:24:37: With respect to: x_3
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_3(x_3) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.156932588230983 | 1 | float |
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2013.30 it/sec, obj=0.933]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.9330090747288469
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 9
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_3 = [-7.99893676e-01 -2.00106324e-01 -2.22044605e-16 -1.83236527e-01]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.1591357675939574 | 1 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.023968 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: AerodynamicsScenario
INFO - 09:24:37: Disciplines: SobieskiAerodynamics
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_24(x_2)
INFO - 09:24:37: With respect to: x_2
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_2(x_2) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5831.09 it/sec, obj=7.91]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 7.908754758529282
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_2 = -0.017142873791315072
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.013610 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: StructureScenario
INFO - 09:24:37: Disciplines: SobieskiStructure
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_11(x_1)
INFO - 09:24:37: With respect to: x_1
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_1(x_1) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.2524775281270838 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 27%|██▋ | 8/30 [00:00<00:00, 406.58 it/sec, obj=0.532]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.5318789139742031
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: None
INFO - 09:24:37: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 9
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_1 = [-4.44089210e-16 -1.68784253e-02 -3.02382285e-02 -3.98286994e-02
INFO - 09:24:37: -4.68784253e-02 -1.16450960e-01 -1.23549040e-01]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.2777282460711771 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.083059 ***
INFO - 09:24:37: Optimization: 62%|██████▏ | 31/50 [00:10<00:04, 4.67 it/sec, obj=3.6e+3]
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: PropulsionScenario
INFO - 09:24:37: Disciplines: SobieskiPropulsion
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: y_34(x_3)
INFO - 09:24:37: With respect to: x_3
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_3(x_3) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.1591357675939574 | 1 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1963.23 it/sec, obj=0.944]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.9441650411189969
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: None
INFO - 09:24:37: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 9
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_3 = [-8.13659737e-01 -1.86340263e-01 4.44089210e-16 -1.83050927e-01]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.162909746296953 | 1 | float |
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.024144 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: AerodynamicsScenario
INFO - 09:24:37: Disciplines: SobieskiAerodynamics
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_24(x_2)
INFO - 09:24:37: With respect to: x_2
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_2(x_2) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5937.02 it/sec, obj=7.75]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 7.748773881416715
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_2 = -0.025298366369082448
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.012922 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: StructureScenario
INFO - 09:24:37: Disciplines: SobieskiStructure
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_11(x_1)
INFO - 09:24:37: With respect to: x_1
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_1(x_1) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.2777282460711771 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 534.28 it/sec, obj=0.518]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.5175316384442217
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 6
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_1 = [ 0. -0.01310334 -0.02599125 -0.0357516 -0.04310334 -0.10646249
INFO - 09:24:37: -0.13353751]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.2405193074519153 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.065994 ***
INFO - 09:24:37: Optimization: 64%|██████▍ | 32/50 [00:10<00:03, 4.57 it/sec, obj=3.4e+3]
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: PropulsionScenario
INFO - 09:24:37: Disciplines: SobieskiPropulsion
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: y_34(x_3)
INFO - 09:24:37: With respect to: x_3
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_3(x_3) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.162909746296953 | 1 | float |
INFO - 09:24:37: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1046.27 it/sec, obj=0.924]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.9239330847904542
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 17
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_3 = [-8.24164178e-01 -1.75835822e-01 2.22044605e-16 -1.83255000e-01]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.038037 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: AerodynamicsScenario
INFO - 09:24:37: Disciplines: SobieskiAerodynamics
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_24(x_2)
INFO - 09:24:37: With respect to: x_2
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_2(x_2) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
WARNING - 09:24:37: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:37: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2109.46 it/sec, obj=8.3]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 8.30165865999584
INFO - 09:24:37: The result is not feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_2 = 0.0006275636058916678
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.022639 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: StructureScenario
INFO - 09:24:37: Disciplines: SobieskiStructure
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_11(x_1)
INFO - 09:24:37: With respect to: x_1
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_1(x_1) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.2405193074519153 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 30%|███ | 9/30 [00:00<00:00, 383.28 it/sec, obj=0.521]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.5209616573025007
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: None
INFO - 09:24:37: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 10
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_1 = [-0.0286109 -0.04225254 -0.05163138 -0.05807726 -0.06271557 -0.12536821
INFO - 09:24:37: -0.11463179]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.3999999999999992 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.087613 ***
INFO - 09:24:37: Optimization: 66%|██████▌ | 33/50 [00:11<00:03, 4.44 it/sec, obj=3.78e+3]
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: PropulsionScenario
INFO - 09:24:37: Disciplines: SobieskiPropulsion
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: y_34(x_3)
INFO - 09:24:37: With respect to: x_3
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_3(x_3) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.1562447456462875 | 1 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 10%|█ | 3/30 [00:00<00:00, 2682.58 it/sec, obj=0.934]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.9343010738561051
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 4
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_3 = [-0.77772654 -0.22227346 0. -0.18161984]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_3 | 0.1 | 0.1580956108424756 | 1 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.020169 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: AerodynamicsScenario
INFO - 09:24:37: Disciplines: SobieskiAerodynamics
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_24(x_2)
INFO - 09:24:37: With respect to: x_2
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_2(x_2) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5766.16 it/sec, obj=8]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 8.004473257382646
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_2 = -0.00039544076196484923
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+-------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.013039 ***
INFO - 09:24:37:
INFO - 09:24:37: *** Start MDO Scenario execution ***
INFO - 09:24:37: StructureScenario
INFO - 09:24:37: Disciplines: SobieskiStructure
INFO - 09:24:37: MDOFormulation: DisciplinaryOpt
INFO - 09:24:37: Algorithm: SLSQP
INFO - 09:24:37: Optimization problem:
INFO - 09:24:37: Minimize: -y_11(x_1)
INFO - 09:24:37: With respect to: x_1
INFO - 09:24:37: Subject to constraints:
INFO - 09:24:37: g_1(x_1) <= 0.0
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.3999999999999992 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.7500000000000001 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:37: [A
INFO - 09:24:37: Optimization: 10%|█ | 3/30 [00:00<00:00, 860.43 it/sec, obj=0.55]
INFO - 09:24:37: Optimization result:
INFO - 09:24:37: Objective value = 0.5497047433535391
INFO - 09:24:37: The result is feasible.
INFO - 09:24:37: Status: 8
INFO - 09:24:37: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:37: Number of calls to the objective function by the optimizer: 15
INFO - 09:24:37: Constraints values w.r.t. 0:
INFO - 09:24:37: g_1 = [-0.01940991 -0.03465785 -0.04538761 -0.05281931 -0.05818788 -0.13381943
INFO - 09:24:37: -0.10618057]
INFO - 09:24:37: Design Space:
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:37: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:37: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:37: *** MDO Scenario run terminated in 0:00:00.043826 ***
INFO - 09:24:38: Optimization: 68%|██████▊ | 34/50 [00:11<00:03, 4.34 it/sec, obj=3.8e+3]
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: PropulsionScenario
INFO - 09:24:38: Disciplines: SobieskiPropulsion
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: y_34(x_3)
INFO - 09:24:38: With respect to: x_3
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_3(x_3) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1580956108424756 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1772.19 it/sec, obj=0.952]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.951700985219344
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 6
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_3 = [-7.82360745e-01 -2.17639255e-01 2.22044605e-16 -1.79904031e-01]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1625539587379275 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.026088 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: AerodynamicsScenario
INFO - 09:24:38: Disciplines: SobieskiAerodynamics
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_24(x_2)
INFO - 09:24:38: With respect to: x_2
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_2(x_2) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5628.68 it/sec, obj=7.77]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 7.768180680174147
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_2 = -0.0018395786302800587
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.013571 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: StructureScenario
INFO - 09:24:38: Disciplines: SobieskiStructure
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_11(x_1)
INFO - 09:24:38: With respect to: x_1
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_1(x_1) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2495.47 it/sec, obj=0.538]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.5384899235360782
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_1 = [-0.01515849 -0.03151431 -0.04291398 -0.05078474 -0.05646148 -0.13398276
INFO - 09:24:38: -0.10601724]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.021046 ***
INFO - 09:24:38: Optimization: 70%|███████ | 35/50 [00:11<00:03, 4.26 it/sec, obj=3.57e+3]
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: PropulsionScenario
INFO - 09:24:38: Disciplines: SobieskiPropulsion
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: y_34(x_3)
INFO - 09:24:38: With respect to: x_3
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_3(x_3) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1625539587379275 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 23%|██▎ | 7/30 [00:00<00:00, 1245.14 it/sec, obj=0.944]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.9438291516145161
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: None
INFO - 09:24:38: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 13
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_3 = [-7.56324190e-01 -2.43675810e-01 2.22044605e-16 -1.79960376e-01]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1597958490361092 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.033170 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: AerodynamicsScenario
INFO - 09:24:38: Disciplines: SobieskiAerodynamics
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_24(x_2)
INFO - 09:24:38: With respect to: x_2
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_2(x_2) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
WARNING - 09:24:38: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:38: Optimization: 100%|██████████| 30/30 [00:00<00:00, 358.35 it/sec, obj=7.77]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 7.7666922187135565
INFO - 09:24:38: The result is not feasible.
INFO - 09:24:38: Status: None
INFO - 09:24:38: Optimizer message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 99
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_2 = 0.0008591045031849376
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.092144 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: StructureScenario
INFO - 09:24:38: Disciplines: SobieskiStructure
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_11(x_1)
INFO - 09:24:38: With respect to: x_1
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_1(x_1) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2467.19 it/sec, obj=0.565]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.5648135165965308
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_1 = [-0.02043895 -0.03501302 -0.04552991 -0.0528736 -0.05820004 -0.13754613
INFO - 09:24:38: -0.10245387]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.021416 ***
INFO - 09:24:38: Optimization: 72%|███████▏ | 36/50 [00:12<00:03, 4.16 it/sec, obj=3.81e+3]
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: PropulsionScenario
INFO - 09:24:38: Disciplines: SobieskiPropulsion
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: y_34(x_3)
INFO - 09:24:38: With respect to: x_3
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_3(x_3) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1597958490361092 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2303.97 it/sec, obj=0.938]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.9379684254046137
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_3 = [-7.69596555e-01 -2.30403445e-01 2.22044605e-16 -1.81616528e-01]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1593070981346933 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.022286 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: AerodynamicsScenario
INFO - 09:24:38: Disciplines: SobieskiAerodynamics
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_24(x_2)
INFO - 09:24:38: With respect to: x_2
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_2(x_2) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5641.55 it/sec, obj=7.86]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 7.858390921241428
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_2 = -0.0031698204616492642
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.013664 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: StructureScenario
INFO - 09:24:38: Disciplines: SobieskiStructure
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_11(x_1)
INFO - 09:24:38: With respect to: x_1
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_1(x_1) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 7%|▋ | 2/30 [00:00<00:00, 1112.67 it/sec, obj=0.54]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.5395884262167114
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 17
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_1 = [-0.01167033 -0.02892821 -0.04087666 -0.04910796 -0.0550381 -0.13374791
INFO - 09:24:38: -0.10625209]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.036587 ***
INFO - 09:24:38: Optimization: 74%|███████▍ | 37/50 [00:12<00:03, 4.08 it/sec, obj=3.66e+3]
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: PropulsionScenario
INFO - 09:24:38: Disciplines: SobieskiPropulsion
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: y_34(x_3)
INFO - 09:24:38: With respect to: x_3
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_3(x_3) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1593070981346933 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 2231.61 it/sec, obj=0.944]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.9438291516145161
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: None
INFO - 09:24:38: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_3 = [-7.56070693e-01 -2.43929307e-01 -6.66133815e-16 -1.79960376e-01]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_3 | 0.1 | 0.1597958490361091 | 1 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.022533 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: AerodynamicsScenario
INFO - 09:24:38: Disciplines: SobieskiAerodynamics
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_24(x_2)
INFO - 09:24:38: With respect to: x_2
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_2(x_2) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
WARNING - 09:24:38: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:38: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5594.15 it/sec, obj=7.8]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 7.798072633334199
INFO - 09:24:38: The result is not feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_2 = 0.0010109669942925947
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+-------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.013351 ***
INFO - 09:24:38:
INFO - 09:24:38: *** Start MDO Scenario execution ***
INFO - 09:24:38: StructureScenario
INFO - 09:24:38: Disciplines: SobieskiStructure
INFO - 09:24:38: MDOFormulation: DisciplinaryOpt
INFO - 09:24:38: Algorithm: SLSQP
INFO - 09:24:38: Optimization problem:
INFO - 09:24:38: Minimize: -y_11(x_1)
INFO - 09:24:38: With respect to: x_1
INFO - 09:24:38: Subject to constraints:
INFO - 09:24:38: g_1(x_1) <= 0.0
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:38: [A
INFO - 09:24:38: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2547.97 it/sec, obj=0.565]
INFO - 09:24:38: Optimization result:
INFO - 09:24:38: Objective value = 0.565333517406695
INFO - 09:24:38: The result is feasible.
INFO - 09:24:38: Status: 8
INFO - 09:24:38: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:38: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:38: Constraints values w.r.t. 0:
INFO - 09:24:38: g_1 = [-0.0209098 -0.03534884 -0.04578999 -0.05308561 -0.05837891 -0.13754613
INFO - 09:24:38: -0.10245387]
INFO - 09:24:38: Design Space:
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:38: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:38: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:38: *** MDO Scenario run terminated in 0:00:00.020477 ***
INFO - 09:24:39: Optimization: 76%|███████▌ | 38/50 [00:12<00:02, 4.01 it/sec, obj=3.81e+3]
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: PropulsionScenario
INFO - 09:24:39: Disciplines: SobieskiPropulsion
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: y_34(x_3)
INFO - 09:24:39: With respect to: x_3
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_3(x_3) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.1597958490361091 | 1 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2306.38 it/sec, obj=0.926]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.9256816354964097
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_3 = [-7.74605757e-01 -2.25394243e-01 1.33226763e-15 -1.82974131e-01]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.1565418918840753 | 1 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.022169 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: AerodynamicsScenario
INFO - 09:24:39: Disciplines: SobieskiAerodynamics
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_24(x_2)
INFO - 09:24:39: With respect to: x_2
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_2(x_2) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
WARNING - 09:24:39: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:39: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5514.71 it/sec, obj=8.04]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 8.04037948254842
INFO - 09:24:39: The result is not feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_2 = 0.0006868469691421186
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.013605 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: StructureScenario
INFO - 09:24:39: Disciplines: SobieskiStructure
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_11(x_1)
INFO - 09:24:39: With respect to: x_1
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_1(x_1) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 7%|▋ | 2/30 [00:00<00:00, 866.47 it/sec, obj=0.559]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.5589655473437537
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 12
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_1 = [-0.02127752 -0.03582998 -0.04623934 -0.05348757 -0.05873747 -0.13563203
INFO - 09:24:39: -0.10436797]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.043562 ***
INFO - 09:24:39: Optimization: 78%|███████▊ | 39/50 [00:12<00:02, 3.92 it/sec, obj=3.92e+3]
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: PropulsionScenario
INFO - 09:24:39: Disciplines: SobieskiPropulsion
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: y_34(x_3)
INFO - 09:24:39: With respect to: x_3
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_3(x_3) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.1565418918840753 | 1 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 10%|█ | 3/30 [00:00<00:00, 2766.63 it/sec, obj=0.934]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.9341382337671188
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 4
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_3 = [-7.77219640e-01 -2.22780360e-01 2.22044605e-16 -1.81620071e-01]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.1580429486830417 | 1 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.020260 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: AerodynamicsScenario
INFO - 09:24:39: Disciplines: SobieskiAerodynamics
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_24(x_2)
INFO - 09:24:39: With respect to: x_2
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_2(x_2) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5777.81 it/sec, obj=7.99]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 7.9904527280780515
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_2 = -0.00040839608543130623
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.013234 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: StructureScenario
INFO - 09:24:39: Disciplines: SobieskiStructure
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_11(x_1)
INFO - 09:24:39: With respect to: x_1
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_1(x_1) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 7%|▋ | 2/30 [00:00<00:00, 588.77 it/sec, obj=0.549]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.5486490361510706
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 47
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_1 = [-0.01878316 -0.03412761 -0.04494777 -0.05244721 -0.05786656 -0.13459813
INFO - 09:24:39: -0.10540187]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.059846 ***
INFO - 09:24:39: Optimization: 80%|████████ | 40/50 [00:12<00:02, 3.85 it/sec, obj=3.79e+3]
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: PropulsionScenario
INFO - 09:24:39: Disciplines: SobieskiPropulsion
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: y_34(x_3)
INFO - 09:24:39: With respect to: x_3
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_3(x_3) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.1580429486830417 | 1 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1784.96 it/sec, obj=0.931]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.931493029567396
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 6
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_3 = [-7.71274886e-01 -2.28725114e-01 6.66133815e-16 -1.82028942e-01]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.1575496504304411 | 1 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.025495 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: AerodynamicsScenario
INFO - 09:24:39: Disciplines: SobieskiAerodynamics
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_24(x_2)
INFO - 09:24:39: With respect to: x_2
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_2(x_2) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5901.93 it/sec, obj=7.97]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 7.968227043219195
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_2 = -0.0028113333902641813
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.013410 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: StructureScenario
INFO - 09:24:39: Disciplines: SobieskiStructure
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_11(x_1)
INFO - 09:24:39: With respect to: x_1
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_1(x_1) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2493.59 it/sec, obj=0.56]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.5596246032966964
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_1 = [-0.0103354 -0.02777483 -0.03991284 -0.04828949 -0.0543297 -0.13653208
INFO - 09:24:39: -0.10346792]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.020877 ***
INFO - 09:24:39: Optimization: 82%|████████▏ | 41/50 [00:13<00:02, 3.79 it/sec, obj=3.87e+3]
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: PropulsionScenario
INFO - 09:24:39: Disciplines: SobieskiPropulsion
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: y_34(x_3)
INFO - 09:24:39: With respect to: x_3
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_3(x_3) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.1575496504304411 | 1 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 1739.94 it/sec, obj=0.937]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.9367872212566142
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 7
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_3 = [-7.76963235e-01 -2.23036765e-01 2.22044605e-16 -1.81619893e-01]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:39: | x_3 | 0.1 | 0.158913927708506 | 1 | float |
INFO - 09:24:39: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.026019 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: AerodynamicsScenario
INFO - 09:24:39: Disciplines: SobieskiAerodynamics
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_24(x_2)
INFO - 09:24:39: With respect to: x_2
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_2(x_2) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5702.92 it/sec, obj=7.92]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 7.916329242166802
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_2 = -0.0005995263334266365
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+-------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.013315 ***
INFO - 09:24:39:
INFO - 09:24:39: *** Start MDO Scenario execution ***
INFO - 09:24:39: StructureScenario
INFO - 09:24:39: Disciplines: SobieskiStructure
INFO - 09:24:39: MDOFormulation: DisciplinaryOpt
INFO - 09:24:39: Algorithm: SLSQP
INFO - 09:24:39: Optimization problem:
INFO - 09:24:39: Minimize: -y_11(x_1)
INFO - 09:24:39: With respect to: x_1
INFO - 09:24:39: Subject to constraints:
INFO - 09:24:39: g_1(x_1) <= 0.0
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:39: [A
INFO - 09:24:39: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2491.12 it/sec, obj=0.547]
INFO - 09:24:39: Optimization result:
INFO - 09:24:39: Objective value = 0.5469101749025519
INFO - 09:24:39: The result is feasible.
INFO - 09:24:39: Status: 8
INFO - 09:24:39: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:39: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:39: Constraints values w.r.t. 0:
INFO - 09:24:39: g_1 = [-0.01698442 -0.03266548 -0.04375256 -0.05144371 -0.05700401 -0.13623152
INFO - 09:24:39: -0.10376848]
INFO - 09:24:39: Design Space:
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:39: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:39: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:39: *** MDO Scenario run terminated in 0:00:00.021515 ***
INFO - 09:24:40: Optimization: 84%|████████▍ | 42/50 [00:13<00:02, 3.71 it/sec, obj=3.73e+3]
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: PropulsionScenario
INFO - 09:24:40: Disciplines: SobieskiPropulsion
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: y_34(x_3)
INFO - 09:24:40: With respect to: x_3
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_3(x_3) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.158913927708506 | 1 | float |
INFO - 09:24:40: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1751.10 it/sec, obj=0.938]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.9379043026111867
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 9
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_3 = [-7.64109869e-01 -2.35890131e-01 1.33226763e-15 -1.80964697e-01]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.1586984320625202 | 1 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.026362 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: AerodynamicsScenario
INFO - 09:24:40: Disciplines: SobieskiAerodynamics
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_24(x_2)
INFO - 09:24:40: With respect to: x_2
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_2(x_2) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5819.76 it/sec, obj=7.88]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 7.884383200150983
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_2 = 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.013185 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: StructureScenario
INFO - 09:24:40: Disciplines: SobieskiStructure
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_11(x_1)
INFO - 09:24:40: With respect to: x_1
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_1(x_1) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2533.66 it/sec, obj=0.562]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.5617847988626001
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_1 = [-0.01835017 -0.03359664 -0.04445868 -0.05201232 -0.05747992 -0.13680273
INFO - 09:24:40: -0.10319727]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.020579 ***
INFO - 09:24:40: Optimization: 86%|████████▌ | 43/50 [00:13<00:01, 3.65 it/sec, obj=3.84e+3]
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: PropulsionScenario
INFO - 09:24:40: Disciplines: SobieskiPropulsion
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: y_34(x_3)
INFO - 09:24:40: With respect to: x_3
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_3(x_3) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.1586984320625202 | 1 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 1958.98 it/sec, obj=0.938]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.9378771283020544
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: None
INFO - 09:24:40: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 8
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_3 = [-7.76981592e-01 -2.23018408e-01 -2.22044605e-16 -1.81619996e-01]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.1592794681287659 | 1 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.024286 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: AerodynamicsScenario
INFO - 09:24:40: Disciplines: SobieskiAerodynamics
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_24(x_2)
INFO - 09:24:40: With respect to: x_2
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_2(x_2) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5672.07 it/sec, obj=7.87]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 7.871854776662829
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_2 = -0.0006899202749692801
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.013241 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: StructureScenario
INFO - 09:24:40: Disciplines: SobieskiStructure
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_11(x_1)
INFO - 09:24:40: With respect to: x_1
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_1(x_1) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 7%|▋ | 2/30 [00:00<00:00, 632.95 it/sec, obj=0.546]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.5456534101392948
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 42
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_1 = [-0.01580685 -0.03169914 -0.04295982 -0.05077688 -0.05643019 -0.13742961
INFO - 09:24:40: -0.10257039]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.061024 ***
INFO - 09:24:40: Optimization: 88%|████████▊ | 44/50 [00:13<00:01, 3.59 it/sec, obj=3.7e+3]
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: PropulsionScenario
INFO - 09:24:40: Disciplines: SobieskiPropulsion
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: y_34(x_3)
INFO - 09:24:40: With respect to: x_3
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_3(x_3) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.1592794681287659 | 1 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2306.00 it/sec, obj=0.924]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.92419377122352
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_3 = [-0.78530285 -0.21469715 0. -0.18321323]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.1562888706962752 | 1 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.022502 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: AerodynamicsScenario
INFO - 09:24:40: Disciplines: SobieskiAerodynamics
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_24(x_2)
INFO - 09:24:40: With respect to: x_2
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_2(x_2) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5803.39 it/sec, obj=8.1]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 8.097974668279523
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_2 = -0.0015889641614310612
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.013163 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: StructureScenario
INFO - 09:24:40: Disciplines: SobieskiStructure
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_11(x_1)
INFO - 09:24:40: With respect to: x_1
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_1(x_1) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 3%|▎ | 1/30 [00:00<00:00, 2513.26 it/sec, obj=0.552]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.551730167292243
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_1 = [-0.01586396 -0.03203611 -0.04332463 -0.05112253 -0.05674812 -0.13398467
INFO - 09:24:40: -0.10601533]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.020694 ***
INFO - 09:24:40: Optimization: 90%|█████████ | 45/50 [00:14<00:01, 3.53 it/sec, obj=3.9e+3]
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: PropulsionScenario
INFO - 09:24:40: Disciplines: SobieskiPropulsion
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: y_34(x_3)
INFO - 09:24:40: With respect to: x_3
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_3(x_3) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.1562888706962752 | 1 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 7%|▋ | 2/30 [00:00<00:00, 3905.67 it/sec, obj=0.924]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.9244543361158647
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 3
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_3 = [-0.7777159 -0.2222841 0. -0.18317144]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_3 | 0.1 | 0.1563330365308425 | 1 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.016972 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: AerodynamicsScenario
INFO - 09:24:40: Disciplines: SobieskiAerodynamics
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_24(x_2)
INFO - 09:24:40: With respect to: x_2
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_2(x_2) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5488.01 it/sec, obj=8.06]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 8.05818609387884
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_2 = -0.005678645803944615
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+-------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.014412 ***
INFO - 09:24:40:
INFO - 09:24:40: *** Start MDO Scenario execution ***
INFO - 09:24:40: StructureScenario
INFO - 09:24:40: Disciplines: SobieskiStructure
INFO - 09:24:40: MDOFormulation: DisciplinaryOpt
INFO - 09:24:40: Algorithm: SLSQP
INFO - 09:24:40: Optimization problem:
INFO - 09:24:40: Minimize: -y_11(x_1)
INFO - 09:24:40: With respect to: x_1
INFO - 09:24:40: Subject to constraints:
INFO - 09:24:40: g_1(x_1) <= 0.0
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:40: [A
INFO - 09:24:40: Optimization: 7%|▋ | 2/30 [00:00<00:00, 449.87 it/sec, obj=0.558]
INFO - 09:24:40: Optimization result:
INFO - 09:24:40: Objective value = 0.5580996121459069
INFO - 09:24:40: The result is feasible.
INFO - 09:24:40: Status: 8
INFO - 09:24:40: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:40: Number of calls to the objective function by the optimizer: 77
INFO - 09:24:40: Constraints values w.r.t. 0:
INFO - 09:24:40: g_1 = [-0.00219204 -0.02167456 -0.03508587 -0.04430707 -0.05094388 -0.13683039
INFO - 09:24:40: -0.10316961]
INFO - 09:24:40: Design Space:
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:40: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:40: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:40: *** MDO Scenario run terminated in 0:00:00.076315 ***
INFO - 09:24:40: Optimization: 92%|█████████▏| 46/50 [00:14<00:01, 3.47 it/sec, obj=3.91e+3]
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: PropulsionScenario
INFO - 09:24:41: Disciplines: SobieskiPropulsion
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: y_34(x_3)
INFO - 09:24:41: With respect to: x_3
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_3(x_3) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1563330365308425 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 17%|█▋ | 5/30 [00:00<00:00, 2523.90 it/sec, obj=0.928]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 0.927636707693937
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: None
INFO - 09:24:41: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 6
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_3 = [-7.75486057e-01 -2.24513943e-01 -1.22124533e-15 -1.83168408e-01]
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1573222019526893 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.021032 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: AerodynamicsScenario
INFO - 09:24:41: Disciplines: SobieskiAerodynamics
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_24(x_2)
INFO - 09:24:41: With respect to: x_2
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_2(x_2) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5686.16 it/sec, obj=7.97]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 7.967163555989825
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_2 = -0.005651419011653669
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.013547 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: StructureScenario
INFO - 09:24:41: Disciplines: SobieskiStructure
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_11(x_1)
INFO - 09:24:41: With respect to: x_1
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_1(x_1) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:41: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 10%|█ | 3/30 [00:00<00:00, 891.18 it/sec, obj=0.555]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 0.5550778257868507
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 4
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_1 = [ 4.08636554e-05 -1.99338841e-02 -3.36858355e-02 -4.31416712e-02
INFO - 09:24:41: -4.99475053e-02 -1.39352386e-01 -1.00647614e-01]
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:41: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.043640 ***
INFO - 09:24:41: Optimization: 94%|█████████▍| 47/50 [00:14<00:00, 3.41 it/sec, obj=3.82e+3]
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: PropulsionScenario
INFO - 09:24:41: Disciplines: SobieskiPropulsion
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: y_34(x_3)
INFO - 09:24:41: With respect to: x_3
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_3(x_3) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1573222019526893 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2007.23 it/sec, obj=0.924]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 0.9242100821529836
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_3 = [-7.67083934e-01 -2.32916066e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1563295330330442 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.024231 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: AerodynamicsScenario
INFO - 09:24:41: Disciplines: SobieskiAerodynamics
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_24(x_2)
INFO - 09:24:41: With respect to: x_2
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_2(x_2) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5771.18 it/sec, obj=8.04]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 8.042086886121197
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_2 = -2.220446049250313e-16
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.013278 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: StructureScenario
INFO - 09:24:41: Disciplines: SobieskiStructure
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_11(x_1)
INFO - 09:24:41: With respect to: x_1
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_1(x_1) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:41: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 7%|▋ | 2/30 [00:00<00:00, 824.56 it/sec, obj=0.566]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 0.5662381122438002
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 27
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_1 = [-0.01805093 -0.03333915 -0.04424381 -0.05182998 -0.05732217 -0.13720865
INFO - 09:24:41: -0.10279135]
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:41: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.045249 ***
INFO - 09:24:41: Optimization: 96%|█████████▌| 48/50 [00:15<00:00, 3.32 it/sec, obj=3.96e+3]
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: PropulsionScenario
INFO - 09:24:41: Disciplines: SobieskiPropulsion
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: y_34(x_3)
INFO - 09:24:41: With respect to: x_3
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_3(x_3) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1563295330330442 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 7%|▋ | 2/30 [00:00<00:00, 3997.24 it/sec, obj=0.925]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 0.92455910676958
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 3
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_3 = [-7.66806256e-01 -2.33193744e-01 8.88178420e-16 -1.83236761e-01]
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1564210750772683 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.017180 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: AerodynamicsScenario
INFO - 09:24:41: Disciplines: SobieskiAerodynamics
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_24(x_2)
INFO - 09:24:41: With respect to: x_2
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_2(x_2) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5728.10 it/sec, obj=8.01]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 8.010396957216221
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_2 = -6.086191218290793e-05
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.013308 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: StructureScenario
INFO - 09:24:41: Disciplines: SobieskiStructure
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_11(x_1)
INFO - 09:24:41: With respect to: x_1
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_1(x_1) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:41: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 7%|▋ | 2/30 [00:00<00:00, 818.98 it/sec, obj=0.564]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 0.5637378829504384
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 32
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_1 = [-0.01600762 -0.03160891 -0.04280812 -0.05061519 -0.05627304 -0.13973493
INFO - 09:24:41: -0.10026507]
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:41: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.045542 ***
INFO - 09:24:41: Optimization: 98%|█████████▊| 49/50 [00:15<00:00, 3.28 it/sec, obj=3.92e+3]
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: PropulsionScenario
INFO - 09:24:41: Disciplines: SobieskiPropulsion
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: y_34(x_3)
INFO - 09:24:41: With respect to: x_3
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_3(x_3) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1564210750772683 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 7%|▋ | 2/30 [00:00<00:00, 3975.14 it/sec, obj=0.93]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 0.9299353901946157
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 3
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_3 = [-7.63759153e-01 -2.36240847e-01 4.44089210e-16 -1.83231845e-01]
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_3 | 0.1 | 0.1581164753959543 | 1 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.016673 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: AerodynamicsScenario
INFO - 09:24:41: Disciplines: SobieskiAerodynamics
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_24(x_2)
INFO - 09:24:41: With respect to: x_2
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_2(x_2) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:41: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5823.53 it/sec, obj=7.95]
INFO - 09:24:41: Optimization result:
INFO - 09:24:41: Objective value = 7.948897145461562
INFO - 09:24:41: The result is feasible.
INFO - 09:24:41: Status: 8
INFO - 09:24:41: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:41: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:41: Constraints values w.r.t. 0:
INFO - 09:24:41: g_2 = -6.143340165465361e-06
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+-------+-------------+-------+
INFO - 09:24:41: *** MDO Scenario run terminated in 0:00:00.013641 ***
INFO - 09:24:41:
INFO - 09:24:41: *** Start MDO Scenario execution ***
INFO - 09:24:41: StructureScenario
INFO - 09:24:41: Disciplines: SobieskiStructure
INFO - 09:24:41: MDOFormulation: DisciplinaryOpt
INFO - 09:24:41: Algorithm: SLSQP
INFO - 09:24:41: Optimization problem:
INFO - 09:24:41: Minimize: -y_11(x_1)
INFO - 09:24:41: With respect to: x_1
INFO - 09:24:41: Subject to constraints:
INFO - 09:24:41: g_1(x_1) <= 0.0
INFO - 09:24:41: Design Space:
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:41: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:41: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:41: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:41: [A
INFO - 09:24:42: Optimization: 7%|▋ | 2/30 [00:00<00:00, 812.25 it/sec, obj=0.565]
INFO - 09:24:42: Optimization result:
INFO - 09:24:42: Objective value = 0.5649149059427933
INFO - 09:24:42: The result is feasible.
INFO - 09:24:42: Status: 8
INFO - 09:24:42: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:42: Number of calls to the objective function by the optimizer: 32
INFO - 09:24:42: Constraints values w.r.t. 0:
INFO - 09:24:42: g_1 = [-0.01773155 -0.03306698 -0.04401747 -0.05163824 -0.05715646 -0.13761704
INFO - 09:24:42: -0.10238296]
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:42: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: *** MDO Scenario run terminated in 0:00:00.046078 ***
INFO - 09:24:42: Optimization: 100%|██████████| 50/50 [00:15<00:00, 3.22 it/sec, obj=3.87e+3]
INFO - 09:24:42:
INFO - 09:24:42: *** Start MDO Scenario execution ***
INFO - 09:24:42: PropulsionScenario
INFO - 09:24:42: Disciplines: SobieskiPropulsion
INFO - 09:24:42: MDOFormulation: DisciplinaryOpt
INFO - 09:24:42: Algorithm: SLSQP
INFO - 09:24:42: Optimization problem:
INFO - 09:24:42: Minimize: y_34(x_3)
INFO - 09:24:42: With respect to: x_3
INFO - 09:24:42: Subject to constraints:
INFO - 09:24:42: g_3(x_3) <= 0.0
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | x_3 | 0.1 | 0.1581164753959543 | 1 | float |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:42: [A
INFO - 09:24:42: Optimization: 13%|█▎ | 4/30 [00:00<00:00, 2282.49 it/sec, obj=0.926]
INFO - 09:24:42: Optimization result:
INFO - 09:24:42: Objective value = 0.925709077480791
INFO - 09:24:42: The result is feasible.
INFO - 09:24:42: Status: 8
INFO - 09:24:42: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:42: Number of calls to the objective function by the optimizer: 5
INFO - 09:24:42: Constraints values w.r.t. 0:
INFO - 09:24:42: g_3 = [-7.64831443e-01 -2.35168557e-01 4.44089210e-16 -1.83222579e-01]
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:42: | x_3 | 0.1 | 0.156764480103673 | 1 | float |
INFO - 09:24:42: +------+-------------+-------------------+-------------+-------+
INFO - 09:24:42: *** MDO Scenario run terminated in 0:00:00.022256 ***
INFO - 09:24:42:
INFO - 09:24:42: *** Start MDO Scenario execution ***
INFO - 09:24:42: AerodynamicsScenario
INFO - 09:24:42: Disciplines: SobieskiAerodynamics
INFO - 09:24:42: MDOFormulation: DisciplinaryOpt
INFO - 09:24:42: Algorithm: SLSQP
INFO - 09:24:42: Optimization problem:
INFO - 09:24:42: Minimize: -y_24(x_2)
INFO - 09:24:42: With respect to: x_2
INFO - 09:24:42: Subject to constraints:
INFO - 09:24:42: g_2(x_2) <= 0.0
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +------+-------------+-------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +------+-------------+-------+-------------+-------+
INFO - 09:24:42: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:42: +------+-------------+-------+-------------+-------+
INFO - 09:24:42: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:42: [A
WARNING - 09:24:42: Optimization found no feasible point ! The least infeasible point is selected.
INFO - 09:24:42: Optimization: 3%|▎ | 1/30 [00:00<00:00, 5599.62 it/sec, obj=7.99]
INFO - 09:24:42: Optimization result:
INFO - 09:24:42: Objective value = 7.990188621623992
INFO - 09:24:42: The result is not feasible.
INFO - 09:24:42: Status: 8
INFO - 09:24:42: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:42: Number of calls to the objective function by the optimizer: 2
INFO - 09:24:42: Constraints values w.r.t. 0:
INFO - 09:24:42: g_2 = 0.0010447466883298784
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +------+-------------+-------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +------+-------------+-------+-------------+-------+
INFO - 09:24:42: | x_2 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:42: +------+-------------+-------+-------------+-------+
INFO - 09:24:42: *** MDO Scenario run terminated in 0:00:00.013374 ***
INFO - 09:24:42:
INFO - 09:24:42: *** Start MDO Scenario execution ***
INFO - 09:24:42: StructureScenario
INFO - 09:24:42: Disciplines: SobieskiStructure
INFO - 09:24:42: MDOFormulation: DisciplinaryOpt
INFO - 09:24:42: Algorithm: SLSQP
INFO - 09:24:42: Optimization problem:
INFO - 09:24:42: Minimize: -y_11(x_1)
INFO - 09:24:42: With respect to: x_1
INFO - 09:24:42: Subject to constraints:
INFO - 09:24:42: g_1(x_1) <= 0.0
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:42: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: Optimization: 0%| | 0/30 [00:00<?, ?it]
INFO - 09:24:42: [A
INFO - 09:24:42: Optimization: 7%|▋ | 2/30 [00:00<00:00, 816.48 it/sec, obj=0.566]
INFO - 09:24:42: Optimization result:
INFO - 09:24:42: Objective value = 0.5655927418119295
INFO - 09:24:42: The result is feasible.
INFO - 09:24:42: Status: 8
INFO - 09:24:42: Optimizer message: Positive directional derivative for linesearch
INFO - 09:24:42: Number of calls to the objective function by the optimizer: 32
INFO - 09:24:42: Constraints values w.r.t. 0:
INFO - 09:24:42: g_1 = [-0.02024391 -0.03474518 -0.04527735 -0.05264674 -0.05799721 -0.13864483
INFO - 09:24:42: -0.10135517]
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: | x_1 | 0.1 | 0.3999999999999999 | 0.4 | float |
INFO - 09:24:42: | x_1 | 0.75 | 0.75 | 1.25 | float |
INFO - 09:24:42: +------+-------------+--------------------+-------------+-------+
INFO - 09:24:42: *** MDO Scenario run terminated in 0:00:00.046072 ***
INFO - 09:24:42: Optimization: 100%|██████████| 50/50 [00:15<00:00, 3.15 it/sec, obj=3.93e+3]
INFO - 09:24:42: Optimization result:
INFO - 09:24:42: Objective value = 3959.4364943828687
INFO - 09:24:42: The result is feasible.
INFO - 09:24:42: Status: None
INFO - 09:24:42: Optimizer message: Maximum number of iterations reached. GEMSEO Stopped the driver
INFO - 09:24:42: Number of calls to the objective function by the optimizer: 52
INFO - 09:24:42: Constraints values w.r.t. 0:
INFO - 09:24:42: g_1_g_2_g_3 = [-1.80509341e-02 -3.33391490e-02 -4.42438091e-02 -5.18299820e-02
INFO - 09:24:42: -5.73221710e-02 -1.37208650e-01 -1.02791350e-01 -2.22044605e-16
INFO - 09:24:42: -7.67081395e-01 -2.32918605e-01 -2.22044605e-16 -1.83255000e-01]
INFO - 09:24:42: Design Space:
INFO - 09:24:42: +----------+-------------+---------------------+-------------+-------+
INFO - 09:24:42: | name | lower_bound | value | upper_bound | type |
INFO - 09:24:42: +----------+-------------+---------------------+-------------+-------+
INFO - 09:24:42: | x_shared | 0.01 | 0.05999999999999997 | 0.09 | float |
INFO - 09:24:42: | x_shared | 30000 | 59985.69130053894 | 60000 | float |
INFO - 09:24:42: | x_shared | 1.4 | 1.4 | 1.8 | float |
INFO - 09:24:42: | x_shared | 2.5 | 2.5 | 8.5 | float |
INFO - 09:24:42: | x_shared | 40 | 70 | 70 | float |
INFO - 09:24:42: | x_shared | 500 | 1500 | 1500 | float |
INFO - 09:24:42: +----------+-------------+---------------------+-------------+-------+
INFO - 09:24:42: *** MDO Scenario run terminated in 0:00:15.870236 ***
{'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: 1491 calls.
SobieskiAerodynamics: 1715 calls.
SobieskiMission: 50 calls.
SobieskiStructure: 1726 calls.
Total running time of the script: ( 0 minutes 17.291 seconds)