Note
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Pareto front on Binh and Korn problem using a BiLevel formulation¶
In this example, we illustrate the computation of a Pareto front plot for the Binh and Korn problem. We use a BiLevel formulation in order to only compute the Pareto-optimal points.
Import¶
The first step is to import some functions from the API, and to configure the logger.
from __future__ import unicode_literals
from matplotlib import pyplot as plt
from numpy import array
from gemseo.api import (
configure_logger,
create_design_space,
create_discipline,
create_scenario,
)
from gemseo.core.mdo_scenario import MDOScenarioAdapter
configure_logger()
Out:
<RootLogger root (INFO)>
Definition of the disciplines¶
In this example,
we create the Binh and Korn disciplines from scratch by declaring their expressions and using
the AnalyticDiscipline.
expr_binh_korn = {
"obj1": "4*x1**2 + 4*x2**2",
"obj2": "(x1-5.)**2 + (x2-5.)**2",
"cstr1": "(x1-5.)**2 + x2**2 - 25.",
"cstr2": "-(x1-8.)**2 - (x2+3)**2 + 7.7",
}
This constraint will be used to set obj1 to a target value for the lower-level scenario.
expr_cstr_obj1_target = {"cstr3": "obj1 - obj1_target"}
Instantiation of the disciplines¶
Here, we create the disciplines from their expressions.
discipline_binh_korn = create_discipline(
"AnalyticDiscipline", expressions_dict=expr_binh_korn
)
discipline_cstr_obj1 = create_discipline(
"AnalyticDiscipline", expressions_dict=expr_cstr_obj1_target
)
Definition of the lower-level design space¶
design_space = create_design_space()
design_space.add_variable("x1", l_b=array([0.0]), u_b=array([5.0]), value=array([2.0]))
design_space.add_variable("x2", l_b=array([-5.0]), u_b=array([3.0]), value=array([2.0]))
disciplines = [
discipline_binh_korn,
discipline_cstr_obj1,
]
Creation of the lower-level scenario¶
This scenario aims at finding the obj2 optimal value for a specific value of obj1.
scenario = create_scenario(
disciplines,
"DisciplinaryOpt",
design_space=design_space,
objective_name="obj2",
)
scenario.default_inputs = {"algo": "NLOPT_SLSQP", "max_iter": 100}
We add the Binh and Korn problem constraints.
scenario.add_constraint("cstr1", "ineq")
scenario.add_constraint("cstr2", "ineq")
We add a constraint to force the value of obj1 to obj1_target.
scenario.add_constraint("cstr3", "eq")
Creation of an MDOScenarioAdapter¶
An MDOScenarioAdapter is created to use the lower-level scenario as a discipline.
This newly created discipline takes as input a target obj_1,
and returns obj1, obj2 and cstr3.
The latter variable is used by the upper level scenario
to check if obj1 = obj1_target at the end of the lower-lever scenario execution.
scenario_adapter = MDOScenarioAdapter(
scenario, ["obj1_target"], ["obj1", "obj2", "cstr3"]
)
design_space_doe = create_design_space()
design_space_doe.add_variable(
"obj1_target", l_b=array([0.1]), u_b=array([100.0]), value=array([1.0])
)
Creation of a DOEScenario¶
Create a DOE Scenario, which will take as input the scenario adapter. It will perform a DOE over the obj1_target variable. Note that obj2 shall be added as an observable of scenario_doe, otherwise it cannot be used by the ParetoFront post-processing.
scenario_doe = create_scenario(
scenario_adapter,
formulation="DisciplinaryOpt",
objective_name="obj1",
design_space=design_space_doe,
scenario_type="DOE",
)
scenario_doe.add_constraint("cstr3", "eq")
scenario_doe.add_observable("obj2")
Run the scenario¶
Finally, we run a full-factorial DOE using 100 samples and we run the post-processing.
run_inputs = {"n_samples": 50, "algo": "fullfact"}
scenario_doe.execute(run_inputs)
scenario_doe.post_process(
"ParetoFront", objectives=["obj1", "obj2"], save=False, show=False
)
plt.show()
Out:
INFO - 14:42:02:
INFO - 14:42:02: *** Start DOE Scenario execution ***
INFO - 14:42:02: DOEScenario
INFO - 14:42:02: Disciplines: MDOScenario_adapter
INFO - 14:42:02: MDOFormulation: DisciplinaryOpt
INFO - 14:42:02: Algorithm: fullfact
INFO - 14:42:02: Optimization problem:
INFO - 14:42:02: Minimize: obj1(obj1_target)
INFO - 14:42:02: With respect to: obj1_target
INFO - 14:42:02: Subject to constraints:
INFO - 14:42:02: cstr3(obj1_target) == 0.0
INFO - 14:42:02: Full factorial design required. Number of samples along each direction for a design vector of size 1 with 50 samples: 50
INFO - 14:42:02: Final number of samples for DOE = 50 vs 50 requested
INFO - 14:42:02: DOE sampling: 0%| | 0/50 [00:00<?, ?it]
INFO - 14:42:02:
INFO - 14:42:02: *** Start MDO Scenario execution ***
INFO - 14:42:02: MDOScenario
INFO - 14:42:02: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:02: MDOFormulation: DisciplinaryOpt
INFO - 14:42:02: Algorithm: NLOPT_SLSQP
INFO - 14:42:02: Optimization problem:
INFO - 14:42:02: Minimize: obj2(x1, x2)
INFO - 14:42:02: With respect to: x1, x2
INFO - 14:42:02: Subject to constraints:
INFO - 14:42:02: cstr1(x1, x2) <= 0.0
INFO - 14:42:02: cstr2(x1, x2) <= 0.0
INFO - 14:42:02: cstr3(x1, x2) == 0.0
INFO - 14:42:02: Design space:
INFO - 14:42:02: +------+-------------+-------+-------------+-------+
INFO - 14:42:02: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:02: +------+-------------+-------+-------------+-------+
INFO - 14:42:02: | x1 | 0 | 2 | 5 | float |
INFO - 14:42:02: | x2 | -5 | 2 | 3 | float |
INFO - 14:42:02: +------+-------------+-------+-------------+-------+
INFO - 14:42:02: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:02: [A
INFO - 14:42:03: Optimization: 25%|██▌ | 25/100 [00:00<00:00, 1126.01 it/sec, obj=47.7]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 47.703727654876516
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 32
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -1.0667466573428754
INFO - 14:42:03: cstr2 = -64.31467159436009
INFO - 14:42:03: cstr3 = 0.008327777064409236
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.1093828601608978 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.1229525687780608 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.095697 ***
INFO - 14:42:03: DOE sampling: 2%|▏ | 1/50 [00:00<00:00, 497.44 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.1093828601608978 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.1229525687780608 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 13%|█▎ | 13/100 [00:00<00:00, 2297.58 it/sec, obj=39.8]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 40.19103454891671
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 16
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -4.635553160505001
INFO - 14:42:03: cstr2 = -60.66617024950777
INFO - 14:42:03: cstr3 = 0.0011716100039924626
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.5170539940557017 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.5173412290578288 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.049548 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.5170539940557017 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.5173412290578288 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 11%|█ | 11/100 [00:00<00:00, 3057.63 it/sec, obj=35.9]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 36.59177704909952
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 12
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -6.181927091281441
INFO - 14:42:03: cstr2 = -59.1180600956955
INFO - 14:42:03: cstr3 = 9.47309592103096e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.7226317214657462 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.7226295859619043 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.038929 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.7226317214657462 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.7226295859619043 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3859.92 it/sec, obj=33.6]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 33.919631813422384
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -7.255848461968618
INFO - 14:42:03: cstr2 = -58.05233099585455
INFO - 14:42:03: cstr3 = 0.0038288011280993572
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.8810887294903702 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.882451972460899 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.032051 ***
INFO - 14:42:03: DOE sampling: 8%|▊ | 4/50 [00:00<00:00, 220.00 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 0.8810887294903702 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 0.882451972460899 | 3 | float |
INFO - 14:42:03: +------+-------------+--------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 9%|▉ | 9/100 [00:00<00:00, 3432.50 it/sec]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 31.74205545582052
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -8.126479874112459
INFO - 14:42:03: cstr2 = -57.137414252228
INFO - 14:42:03: cstr3 = 0.005542967398865173
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.019164112616626 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.013146467006703 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.035162 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.019164112616626 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.013146467006703 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 12%|█▏ | 12/100 [00:00<00:00, 2440.85 it/sec, obj=29.9]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 29.88109811954699
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 15
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -8.904130006507508
INFO - 14:42:03: cstr2 = -56.236931646326525
INFO - 14:42:03: cstr3 = 0.008278899838032316
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.147966911922212 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.12147718739455 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.047001 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.147966911922212 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.12147718739455 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 12%|█▏ | 12/100 [00:00<00:00, 2547.78 it/sec, obj=28.2]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 28.24715432188683
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 14
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -9.262042373098526
INFO - 14:42:03: cstr2 = -56.12445621699537
INFO - 14:42:03: cstr3 = 0.005733399147294094
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.234663898819147 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.249080330501465 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.045580 ***
INFO - 14:42:03: DOE sampling: 14%|█▍ | 7/50 [00:00<00:00, 138.48 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.234663898819147 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.249080330501465 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 11%|█ | 11/100 [00:00<00:00, 2798.78 it/sec, obj=26.8]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 26.78338139404545
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 13
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -9.960291855840218
INFO - 14:42:03: cstr2 = -55.16052551821453
INFO - 14:42:03: cstr3 = 0.007261845302840797
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.355496446002307 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.325632675011433 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.041952 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.355496446002307 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.325632675011433 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 11%|█ | 11/100 [00:00<00:00, 2681.90 it/sec, obj=25.5]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 25.456747661016507
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 13
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -10.182735612984995
INFO - 14:42:03: cstr2 = -55.162076920525024
INFO - 14:42:03: cstr3 = 0.0021701470212462937
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.428582917014847 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.43605167259985 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.043647 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.428582917014847 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.43605167259985 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 11%|█ | 11/100 [00:00<00:00, 2695.07 it/sec, obj=24.2]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 24.23896139129999
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 13
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -10.58198878494582
INFO - 14:42:03: cstr2 = -54.708523364166155
INFO - 14:42:03: cstr3 = 0.0025169026502354086
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.519486290856756 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.517904982375419 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.043255 ***
INFO - 14:42:03: DOE sampling: 20%|██ | 10/50 [00:00<00:00, 100.83 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.519486290856756 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.517904982375419 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 9%|▉ | 9/100 [00:00<00:00, 3430.53 it/sec]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 23.11579694920823
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -10.870999209928183
INFO - 14:42:03: cstr2 = -54.441134851796576
INFO - 14:42:03: cstr3 = 0.00016967686911684154
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.599298040465566 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.601320384086359 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.035275 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.599298040465566 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.601320384086359 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3821.79 it/sec]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 22.070806133873354
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 8
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -11.152004241912817
INFO - 14:42:03: cstr2 = -54.14411571039554
INFO - 14:42:03: cstr3 = 7.790157006937193e-05
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.678365637036656 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.677718962421383 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.032116 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.678365637036656 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.677718962421383 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3923.21 it/sec]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 21.09468094664634
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 8
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -11.382543763228004
INFO - 14:42:03: cstr2 = -53.9167897117096
INFO - 14:42:03: cstr3 = 6.348555765356423e-05
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.752388616522966 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.752277529012566 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031458 ***
INFO - 14:42:03: DOE sampling: 26%|██▌ | 13/50 [00:00<00:00, 83.23 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.752388616522966 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.752277529012566 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3857.72 it/sec, obj=20.2]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 20.179041747322387
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -11.5848572644284
INFO - 14:42:03: cstr2 = -53.7152713138885
INFO - 14:42:03: cstr3 = 3.6073850854023704e-05
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.823588669105438 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.823610098824921 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031851 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.823588669105438 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.823610098824921 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3859.99 it/sec, obj=19.3]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 19.31704274741805
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -11.761045500685729
INFO - 14:42:03: cstr2 = -53.53904269398964
INFO - 14:42:03: cstr3 = 1.989748242081646e-05
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.892176476077062 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.892191175189622 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031737 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.892176476077062 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.892191175189622 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3868.04 it/sec, obj=18.5]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 18.50304766834182
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -11.91320794150552
INFO - 14:42:03: cstr2 = -53.38686658612579
INFO - 14:42:03: cstr3 = 1.6290651892347796e-05
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.95836201774338 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.958374439015266 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031813 ***
INFO - 14:42:03: DOE sampling: 32%|███▏ | 16/50 [00:00<00:00, 71.21 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 1.95836201774338 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 1.958374439015266 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3823.68 it/sec, obj=17.7]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 17.732348004038087
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.043720783556534
INFO - 14:42:03: cstr2 = -53.25634224194579
INFO - 14:42:03: cstr3 = 1.3382114602222828e-05
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.022382616990151 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.022393121240538 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.032059 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.022382616990151 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.022393121240538 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3745.68 it/sec, obj=17]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 17.000954389919343
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.15457859801668
INFO - 14:42:03: cstr2 = -53.14547523083258
INFO - 14:42:03: cstr3 = 1.112372472533707e-05
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.084437729731521 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.084446701206398 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.032761 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.084437729731521 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.084446701206398 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3868.28 it/sec, obj=16.3]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 16.305454943582234
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.247487820159952
INFO - 14:42:03: cstr2 = -53.05255855068049
INFO - 14:42:03: cstr3 = 9.341781748162248e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.144697995152375 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.144705723625782 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031857 ***
INFO - 14:42:03: DOE sampling: 38%|███▊ | 19/50 [00:00<00:00, 62.13 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.144697995152375 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.144705723625782 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3865.50 it/sec, obj=15.6]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 15.642904546075748
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.323921352239275
INFO - 14:42:03: cstr2 = -52.97611890563367
INFO - 14:42:03: cstr3 = 7.91808565026031e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.203310700523008 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.203317410168498 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031907 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.203310700523008 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.203317410168498 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3820.40 it/sec, obj=15]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 15.01074005780762
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.38516101810993
INFO - 14:42:03: cstr2 = -52.91487417972194
INFO - 14:42:03: cstr3 = 6.767595991163944e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.260404026102933 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.260409892408245 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.032154 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.260404026102933 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.260409892408245 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3897.94 it/sec, obj=14.4]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 14.40671436156971
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.432330566830654
INFO - 14:42:03: cstr2 = -52.867700404654286
INFO - 14:42:03: cstr3 = 5.828223912374142e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.316090345245806 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.316095507159964 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031812 ***
INFO - 14:42:03: DOE sampling: 44%|████▍ | 22/50 [00:00<00:00, 55.14 it/sec]
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.316090345245806 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.316095507159964 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3786.50 it/sec, obj=13.8]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 13.828844363467137
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.46642168992727
INFO - 14:42:03: cstr2 = -52.83360572231145
INFO - 14:42:03: cstr3 = 5.053965359991253e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.370468825954106 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.370473394660559 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.032666 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.370468825954106 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.370473394660559 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3849.43 it/sec, obj=13.3]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 13.27536950292725
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.48831477873483
INFO - 14:42:03: cstr2 = -52.811709613282154
INFO - 14:42:03: cstr3 = 4.4102718916860795e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.423627506497627 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.423631571833792 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.032033 ***
INFO - 14:42:03:
INFO - 14:42:03: *** Start MDO Scenario execution ***
INFO - 14:42:03: MDOScenario
INFO - 14:42:03: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:03: MDOFormulation: DisciplinaryOpt
INFO - 14:42:03: Algorithm: NLOPT_SLSQP
INFO - 14:42:03: Optimization problem:
INFO - 14:42:03: Minimize: obj2(x1, x2)
INFO - 14:42:03: With respect to: x1, x2
INFO - 14:42:03: Subject to constraints:
INFO - 14:42:03: cstr1(x1, x2) <= 0.0
INFO - 14:42:03: cstr2(x1, x2) <= 0.0
INFO - 14:42:03: cstr3(x1, x2) == 0.0
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.423627506497627 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.423631571833792 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:03: [A
INFO - 14:42:03: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3861.16 it/sec, obj=12.7]
INFO - 14:42:03: Optimization result:
INFO - 14:42:03: Objective value = 12.744718286984693
INFO - 14:42:03: The result is feasible.
INFO - 14:42:03: Status: None
INFO - 14:42:03: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:03: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:03: Constraints values:
INFO - 14:42:03: cstr1 = -12.498795665972272
INFO - 14:42:03: cstr2 = -52.8012261453043
INFO - 14:42:03: cstr3 = 3.870874571987315e-06
INFO - 14:42:03: Design space:
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: | x1 | 0 | 2.47564496949154 | 5 | float |
INFO - 14:42:03: | x2 | -5 | 2.475648604704303 | 3 | float |
INFO - 14:42:03: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:03: *** MDO Scenario run terminated in 0:00:00.031862 ***
INFO - 14:42:04: DOE sampling: 50%|█████ | 25/50 [00:01<00:00, 49.53 it/sec]
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.47564496949154 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.475648604704303 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3841.01 it/sec, obj=12.2]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 12.235481029876208
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.49856926217808
INFO - 14:42:04: cstr2 = -52.80145032968164
INFO - 14:42:04: cstr3 = 3.4155702692828527e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.526591705484616 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.526594970794571 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031947 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.526591705484616 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.526594970794571 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3854.14 it/sec, obj=11.7]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 11.746387447065569
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.4882707632095
INFO - 14:42:04: cstr2 = -52.81174690860544
INFO - 14:42:04: cstr3 = 3.0286559677961122e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.576531233670003 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.576534178972493 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031906 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.576531233670003 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.576534178972493 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3908.22 it/sec, obj=11.3]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 11.276288087191695
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.468474937572687
INFO - 14:42:04: cstr2 = -52.831541064027604
INFO - 14:42:04: cstr3 = 2.697806273488368e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.62552103059018 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.625523697523562 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031512 ***
INFO - 14:42:04: DOE sampling: 56%|█████▌ | 28/50 [00:01<00:00, 45.00 it/sec]
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.62552103059018 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.625523697523562 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3879.84 it/sec, obj=10.8]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 10.824138827797562
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.439703881005212
INFO - 14:42:04: cstr2 = -52.86031066026405
INFO - 14:42:04: cstr3 = 2.413258648914507e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.673613305574845 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.673615729119723 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031837 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.673613305574845 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.673615729119723 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3772.81 it/sec, obj=10.4]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 10.388987838736117
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.402433536604313
INFO - 14:42:04: cstr2 = -52.89757972175887
INFO - 14:42:04: cstr3 = 2.1672147170193057e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.720855652738758 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.720857862465957 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.032304 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.720855652738758 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.720857862465957 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3848.06 it/sec, obj=9.97]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 9.96996454955163
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.35709921252044
INFO - 14:42:04: cstr2 = -52.942912913796306
INFO - 14:42:04: cstr3 = 1.9533958308670663e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.767291602740001 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.767293623792793 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031836 ***
INFO - 14:42:04: DOE sampling: 62%|██████▏ | 31/50 [00:01<00:00, 41.22 it/sec]
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.767291602740001 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.767293623792793 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3917.35 it/sec, obj=9.56]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 9.566270256721957
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.304100279392163
INFO - 14:42:04: cstr2 = -52.995910843848655
INFO - 14:42:04: cstr3 = 1.7667094738271771e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.812961092515117 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.812962946388588 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031627 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.812961092515117 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.812962946388588 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3805.63 it/sec, obj=9.17]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 9.177170082342577
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.243804191817155
INFO - 14:42:04: cstr2 = -53.05620603916764
INFO - 14:42:04: cstr3 = 1.6029965053121487e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.857900867419893 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.857902572584027 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.032172 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.857900867419893 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.857902572584027 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3877.44 it/sec, obj=8.8]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 8.801986053932161
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.176549949080384
INFO - 14:42:04: cstr2 = -53.12345948532793
INFO - 14:42:04: cstr3 = 1.4588381560542985e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.902144827297359 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.902146399698745 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031652 ***
INFO - 14:42:04: DOE sampling: 68%|██████▊ | 34/50 [00:01<00:00, 38.04 it/sec]
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.902144827297359 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.902146399698745 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3895.63 it/sec, obj=8.44]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 8.440091120039419
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.102651087844379
INFO - 14:42:04: cstr2 = -53.19735763296684
INFO - 14:42:04: cstr3 = 1.331406977556071e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.945724325743082 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.94572577921162 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031495 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.945724325743082 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.94572577921162 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 8%|▊ | 8/100 [00:00<00:00, 3885.70 it/sec, obj=8.09]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 8.090870387303882
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 9
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.023044146782937
INFO - 14:42:04: cstr2 = -53.2761790966897
INFO - 14:42:04: cstr3 = 0.00020079622720459156
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.988738006012545 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.988608546591318 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.031634 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 2.988738006012545 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.988608546591318 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 6%|▌ | 6/100 [00:00<00:00, 5383.73 it/sec, obj=7.76]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 7.757023645324856
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 7
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.242976354675143
INFO - 14:42:04: cstr2 = -52.68684957831693
INFO - 14:42:04: cstr3 = 3.3273386748078337e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.061695677834655 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.024546 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.061695677834655 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 5%|▌ | 5/100 [00:00<00:00, 5638.79 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 7.445362573568088
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 6
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.55463742643191
INFO - 14:42:04: cstr2 = -51.88237530806971
INFO - 14:42:04: cstr3 = 4.853377205904508e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.143831210916396 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.023575 ***
INFO - 14:42:04: DOE sampling: 76%|███████▌ | 38/50 [00:01<00:00, 34.88 it/sec]
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.143831210916396 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 6%|▌ | 6/100 [00:00<00:00, 5346.20 it/sec, obj=7.15]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 7.154620914031881
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 7
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -12.845379085968117
INFO - 14:42:04: cstr2 = -51.111372431504165
INFO - 14:42:04: cstr3 = 4.151890550474491e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.223874747087953 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.024509 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.223874747087953 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
INFO - 14:42:04: Optimization: 6%|▌ | 6/100 [00:00<00:00, 5344.29 it/sec, obj=6.88]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 6.883276960536005
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: Successive iterates of the objective function are closer than ftol_rel or ftol_abs. GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 7
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -13.116723039463993
INFO - 14:42:04: cstr2 = -50.37140586526117
INFO - 14:42:04: cstr3 = 3.5793504480352567e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.30197851587914 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.024584 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.30197851587914 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 7047.36 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 6.629985301431095
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -13.370014698568903
INFO - 14:42:04: cstr2 = -49.660322954951624
INFO - 14:42:04: cstr3 = 3.107424234372047e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.378277057746577 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.019980 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.378277057746577 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 6893.31 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 6.393549214890564
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -13.606450785109434
INFO - 14:42:04: cstr2 = -48.97620894882783
INFO - 14:42:04: cstr3 = 2.7149464330022965e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.452890044343788 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.020233 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.452890044343788 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 5%|▌ | 5/100 [00:00<00:00, 5476.95 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 6.172898632413595
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 6
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -13.827101367586403
INFO - 14:42:04: cstr2 = -48.317351739694416
INFO - 14:42:04: cstr3 = 2.3858774227392132e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.525924482119862 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.023977 ***
INFO - 14:42:04: DOE sampling: 86%|████████▌ | 43/50 [00:01<00:00, 32.12 it/sec]
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.525924482119862 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 6678.93 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 5.967072131553423
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -14.032927868446574
INFO - 14:42:04: cstr2 = -47.682213053482386
INFO - 14:42:04: cstr3 = 2.107911811322083e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.59747651301184 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.020702 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.59747651301184 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 6896.26 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 5.775202092447155
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -14.224797907552844
INFO - 14:42:04: cstr2 = -47.06940469984319
INFO - 14:42:04: cstr3 = 1.8715021070647708e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.667632898767327 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.020174 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.667632898767327 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 6910.12 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 5.596502364176322
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -14.403497635823676
INFO - 14:42:04: cstr2 = -46.47766883842998
INFO - 14:42:04: cstr3 = 1.6691638791144214e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.736472254291056 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.020164 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.736472254291056 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 7017.05 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 5.430257940980228
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -14.569742059019779
INFO - 14:42:04: cstr2 = -45.905861460914146
INFO - 14:42:04: cstr3 = 1.4949736169000971e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.804066080011012 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.999999999999999 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.020223 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.804066080011012 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.999999999999999 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 6840.81 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 5.275816261954017
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -14.724183738046008
INFO - 14:42:04: cstr2 = -45.35293847055729
INFO - 14:42:04: cstr3 = 1.3442020190268522e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.870479631899447 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.999999999999997 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.020751 ***
INFO - 14:42:04: DOE sampling: 96%|█████████▌| 48/50 [00:01<00:00, 29.97 it/sec]
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.870479631899447 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.999999999999997 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 6785.91 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 5.132579832689042
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 5
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -14.867420167310966
INFO - 14:42:04: cstr2 = -44.817943876876754
INFO - 14:42:04: cstr3 = 1.213042054359903e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.935772659302046 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.999999999999999 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.020727 ***
INFO - 14:42:04:
INFO - 14:42:04: *** Start MDO Scenario execution ***
INFO - 14:42:04: MDOScenario
INFO - 14:42:04: Disciplines: AnalyticDiscipline AnalyticDiscipline
INFO - 14:42:04: MDOFormulation: DisciplinaryOpt
INFO - 14:42:04: Algorithm: NLOPT_SLSQP
INFO - 14:42:04: Optimization problem:
INFO - 14:42:04: Minimize: obj2(x1, x2)
INFO - 14:42:04: With respect to: x1, x2
INFO - 14:42:04: Subject to constraints:
INFO - 14:42:04: cstr1(x1, x2) <= 0.0
INFO - 14:42:04: cstr2(x1, x2) <= 0.0
INFO - 14:42:04: cstr3(x1, x2) == 0.0
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 3.935772659302046 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 2.999999999999999 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: Optimization: 0%| | 0/100 [00:00<?, ?it]
INFO - 14:42:04: [A
ERROR - 14:42:04: NLopt run failed: NLopt roundoff-limited, RoundoffLimited
INFO - 14:42:04: Optimization: 4%|▍ | 4/100 [00:00<00:00, 5379.24 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 4.99999993134963
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: GEMSEO Stopped the driver
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 17
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr1 = -15.000000068650369
INFO - 14:42:04: cstr2 = -44.29999972539852
INFO - 14:42:04: cstr3 = 1.098405903121602e-06
INFO - 14:42:04: Design space:
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: | x1 | 0 | 4.000000034325184 | 5 | float |
INFO - 14:42:04: | x2 | -5 | 3 | 3 | float |
INFO - 14:42:04: +------+-------------+-------------------+-------------+-------+
INFO - 14:42:04: *** MDO Scenario run terminated in 0:00:00.024554 ***
INFO - 14:42:04: DOE sampling: 100%|██████████| 50/50 [00:01<00:00, 29.10 it/sec]
INFO - 14:42:04: Optimization result:
INFO - 14:42:04: Objective value = 0.10832777706440924
INFO - 14:42:04: The result is feasible.
INFO - 14:42:04: Status: None
INFO - 14:42:04: Optimizer message: None
INFO - 14:42:04: Number of calls to the objective function by the optimizer: 50
INFO - 14:42:04: Constraints values:
INFO - 14:42:04: cstr3 = 0.008327777064409236
INFO - 14:42:04: Design space:
INFO - 14:42:04: +-------------+-------------+-------+-------------+-------+
INFO - 14:42:04: | name | lower_bound | value | upper_bound | type |
INFO - 14:42:04: +-------------+-------------+-------+-------------+-------+
INFO - 14:42:04: | obj1_target | 0.1 | 0.1 | 100 | float |
INFO - 14:42:04: +-------------+-------------+-------+-------------+-------+
INFO - 14:42:04: *** DOE Scenario run terminated ***
Total running time of the script: ( 0 minutes 1.967 seconds)