Empirical estimation of statistics

In this example, we want to empirically estimate statistics associated with the range of the Mission discipline of the Sobieski’s SSBJ problem.

For simplification, we use uniform distributions for the discipline inputs based on the bounds of the design parameters.

from __future__ import annotations

from gemseo import configure_logger
from gemseo import create_discipline
from gemseo import create_scenario
from gemseo.problems.sobieski.core.design_space import SobieskiDesignSpace
from gemseo.uncertainty import create_statistics

configure_logger()
<RootLogger root (INFO)>

Create the dataset

First of all, we create the dataset. For that, we instantiate the discipline SobieskiMission of the Sobieski’s SSBJ problem which is known to GEMSEO.

discipline = create_discipline("SobieskiMission")

Then, we load the design space of the Sobieski’s SSBJ problem by means of the class SobieskiDesignSpace() and DesignSpace.filter() the inputs of the discipline SobieskiMission.

parameter_space = SobieskiDesignSpace()
parameter_space.filter(discipline.get_input_data_names())
Sobieski design space:
Name Lower bound Value Upper bound Type
x_shared[0] 0.01 0.05 0.09 float
x_shared[1] 30000 45000 60000 float
x_shared[2] 1.4 1.6 1.8 float
x_shared[3] 2.5 5.5 8.5 float
x_shared[4] 40 55 70 float
x_shared[5] 500 1000 1500 float
y_14[0] 24850 50606.9741711 77100 float
y_14[1] -7700 7306.20262124 45000 float
y_24 0.44 4.15006276 11.13 float
y_34 0.44 1.10754577 1.98 float


Then, we sample the discipline over this design space by means of a DOEScenario executed with a Monte Carlo algorithm and 100 samples.

scenario = create_scenario(
    [discipline], "DisciplinaryOpt", "y_4", parameter_space, scenario_type="DOE"
)
scenario.execute({"algo": "OT_MONTE_CARLO", "n_samples": 100})
    INFO - 09:01:37:
    INFO - 09:01:37: *** Start DOEScenario execution ***
    INFO - 09:01:37: DOEScenario
    INFO - 09:01:37:    Disciplines: SobieskiMission
    INFO - 09:01:37:    MDO formulation: DisciplinaryOpt
    INFO - 09:01:37: Optimization problem:
    INFO - 09:01:37:    minimize y_4(x_shared, y_14, y_24, y_34)
    INFO - 09:01:37:    with respect to x_shared, y_14, y_24, y_34
    INFO - 09:01:37:    over the design space:
    INFO - 09:01:37:       +-------------+-------------+---------------+-------------+-------+
    INFO - 09:01:37:       | Name        | Lower bound |     Value     | Upper bound | Type  |
    INFO - 09:01:37:       +-------------+-------------+---------------+-------------+-------+
    INFO - 09:01:37:       | x_shared[0] |     0.01    |      0.05     |     0.09    | float |
    INFO - 09:01:37:       | x_shared[1] |    30000    |     45000     |    60000    | float |
    INFO - 09:01:37:       | x_shared[2] |     1.4     |      1.6      |     1.8     | float |
    INFO - 09:01:37:       | x_shared[3] |     2.5     |      5.5      |     8.5     | float |
    INFO - 09:01:37:       | x_shared[4] |      40     |       55      |      70     | float |
    INFO - 09:01:37:       | x_shared[5] |     500     |      1000     |     1500    | float |
    INFO - 09:01:37:       | y_14[0]     |    24850    | 50606.9741711 |    77100    | float |
    INFO - 09:01:37:       | y_14[1]     |    -7700    | 7306.20262124 |    45000    | float |
    INFO - 09:01:37:       | y_24        |     0.44    |   4.15006276  |    11.13    | float |
    INFO - 09:01:37:       | y_34        |     0.44    |   1.10754577  |     1.98    | float |
    INFO - 09:01:37:       +-------------+-------------+---------------+-------------+-------+
    INFO - 09:01:37: Solving optimization problem with algorithm OT_MONTE_CARLO:
    INFO - 09:01:37:      1%|          | 1/100 [00:00<00:00, 324.59 it/sec, obj=4.13e+3]
    INFO - 09:01:37:      2%|▏         | 2/100 [00:00<00:00, 526.06 it/sec, obj=2.69e+3]
    INFO - 09:01:37:      3%|▎         | 3/100 [00:00<00:00, 675.56 it/sec, obj=0.718]
    INFO - 09:01:37:      4%|▍         | 4/100 [00:00<00:00, 789.55 it/sec, obj=1.84e+3]
    INFO - 09:01:37:      5%|▌         | 5/100 [00:00<00:00, 878.79 it/sec, obj=1.47e+3]
    INFO - 09:01:37:      6%|▌         | 6/100 [00:00<00:00, 959.25 it/sec, obj=-76.6]
    INFO - 09:01:37:      7%|▋         | 7/100 [00:00<00:00, 1028.20 it/sec, obj=2.92e+3]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[1.29698918e-02 4.61506629e+04 1.54257893e+00 7.81530848e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  5.05577274e+01 1.02006624e+03 3.16585883e+04 3.74764805e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  1.02715165e+01 8.69196356e-01] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:      8%|▊         | 8/100 [00:00<00:00, 627.76 it/sec, obj=2.41e+3]
    INFO - 09:01:37:      9%|▉         | 9/100 [00:00<00:00, 672.31 it/sec, obj=2.27e+3]
    INFO - 09:01:37:     10%|█         | 10/100 [00:00<00:00, 714.47 it/sec, obj=2.19e+3]
    INFO - 09:01:37:     11%|█         | 11/100 [00:00<00:00, 755.89 it/sec, obj=752]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[5.48981321e-02 3.02492651e+04 1.78425506e+00 7.51304278e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  5.91913274e+01 1.07102327e+03 3.89430460e+04 4.39972900e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  5.23135403e+00 1.69750699e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     12%|█▏        | 12/100 [00:00<00:00, 611.55 it/sec, obj=3.07e+3]
    INFO - 09:01:37:     13%|█▎        | 13/100 [00:00<00:00, 643.44 it/sec, obj=4.9e+3]
    INFO - 09:01:37:     14%|█▍        | 14/100 [00:00<00:00, 674.48 it/sec, obj=1.19e+3]
    INFO - 09:01:37:     15%|█▌        | 15/100 [00:00<00:00, 703.85 it/sec, obj=8.3e+3]
    INFO - 09:01:37:     16%|█▌        | 16/100 [00:00<00:00, 731.77 it/sec, obj=5.59e+3]
    INFO - 09:01:37:     17%|█▋        | 17/100 [00:00<00:00, 758.31 it/sec, obj=-1.53e+3]
    INFO - 09:01:37:     18%|█▊        | 18/100 [00:00<00:00, 783.73 it/sec, obj=876]
    INFO - 09:01:37:     19%|█▉        | 19/100 [00:00<00:00, 806.76 it/sec, obj=529]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[3.23734572e-02 5.75371340e+04 1.56588241e+00 3.92408088e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  5.21270800e+01 6.95527982e+02 2.78544051e+04 2.90664780e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  8.48303790e+00 1.07896745e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     20%|██        | 20/100 [00:00<00:00, 700.42 it/sec, obj=4.49e+3]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[8.65821820e-02 5.67282712e+04 1.63166519e+00 8.05650222e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  6.64935582e+01 7.09872962e+02 2.82276678e+04 3.83552559e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  1.00916432e+01 1.92827068e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     21%|██        | 21/100 [00:00<00:00, 623.69 it/sec, obj=1.49e+3]
    INFO - 09:01:37:     22%|██▏       | 22/100 [00:00<00:00, 642.72 it/sec, obj=996]
    INFO - 09:01:37:     23%|██▎       | 23/100 [00:00<00:00, 661.22 it/sec, obj=8.56e+3]
    INFO - 09:01:37:     24%|██▍       | 24/100 [00:00<00:00, 678.64 it/sec, obj=1.26e+3]
    INFO - 09:01:37:     25%|██▌       | 25/100 [00:00<00:00, 695.57 it/sec, obj=2.07e+3]
    INFO - 09:01:37:     26%|██▌       | 26/100 [00:00<00:00, 712.35 it/sec, obj=1.71e+3]
    INFO - 09:01:37:     27%|██▋       | 27/100 [00:00<00:00, 728.73 it/sec, obj=1.49e+3]
    INFO - 09:01:37:     28%|██▊       | 28/100 [00:00<00:00, 744.67 it/sec, obj=6.55e+3]
    INFO - 09:01:37:     29%|██▉       | 29/100 [00:00<00:00, 759.42 it/sec, obj=821]
    INFO - 09:01:37:     30%|███       | 30/100 [00:00<00:00, 772.08 it/sec, obj=978]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[8.73940398e-02 3.67026184e+04 1.56476942e+00 4.19812099e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  6.17650588e+01 1.19302534e+03 3.41482711e+04 4.38203117e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  1.00305508e+01 1.32482248e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     31%|███       | 31/100 [00:00<00:00, 700.19 it/sec, obj=730]
    INFO - 09:01:37:     32%|███▏      | 32/100 [00:00<00:00, 712.53 it/sec, obj=1.69e+4]
    INFO - 09:01:37:     33%|███▎      | 33/100 [00:00<00:00, 725.67 it/sec, obj=2.2e+3]
    INFO - 09:01:37:     34%|███▍      | 34/100 [00:00<00:00, 738.65 it/sec, obj=4.98e+3]
    INFO - 09:01:37:     35%|███▌      | 35/100 [00:00<00:00, 751.39 it/sec, obj=126]
    INFO - 09:01:37:     36%|███▌      | 36/100 [00:00<00:00, 763.23 it/sec, obj=1.21e+3]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[6.31287105e-02 4.23324465e+04 1.41438529e+00 4.38495848e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  5.18016406e+01 9.81706178e+02 4.02684763e+04 4.04292612e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  1.63495128e+00 1.58647382e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     37%|███▋      | 37/100 [00:00<00:00, 708.77 it/sec, obj=-93.8]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[4.70074524e-02 4.40740007e+04 1.62275117e+00 4.39813380e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  6.53898046e+01 1.27066268e+03 3.10026856e+04 3.93852349e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  5.25707580e+00 4.69709094e-01] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     38%|███▊      | 38/100 [00:00<00:00, 664.23 it/sec, obj=2.62e+3]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[5.02116961e-02 4.11016864e+04 1.76501712e+00 7.39553905e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  4.03455877e+01 8.42798741e+02 3.16404732e+04 3.77881168e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  4.99873191e+00 5.33732657e-01] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     39%|███▉      | 39/100 [00:00<00:00, 626.86 it/sec, obj=2.4e+3]
    INFO - 09:01:37:     40%|████      | 40/100 [00:00<00:00, 637.16 it/sec, obj=3.82e+3]
    INFO - 09:01:37:     41%|████      | 41/100 [00:00<00:00, 647.05 it/sec, obj=5.76e+3]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[1.79955568e-02 4.13572866e+04 1.53514395e+00 6.06896708e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  6.30366946e+01 5.07973536e+02 3.06338667e+04 3.54965135e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  6.15365417e-01 1.38454066e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     42%|████▏     | 42/100 [00:00<00:00, 614.34 it/sec, obj=3.15e+3]
    INFO - 09:01:37:     43%|████▎     | 43/100 [00:00<00:00, 623.79 it/sec, obj=1.47e+4]
    INFO - 09:01:37:     44%|████▍     | 44/100 [00:00<00:00, 633.21 it/sec, obj=342]
    INFO - 09:01:37:     45%|████▌     | 45/100 [00:00<00:00, 642.47 it/sec, obj=149]
    INFO - 09:01:37:     46%|████▌     | 46/100 [00:00<00:00, 651.56 it/sec, obj=3.48e+3]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[7.34156617e-02 4.29755065e+04 1.65638244e+00 4.73092799e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  6.39497950e+01 7.54812818e+02 3.75942160e+04 4.10549422e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  1.01970094e+01 1.93999914e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     47%|████▋     | 47/100 [00:00<00:00, 621.44 it/sec, obj=-121]
    INFO - 09:01:37:     48%|████▊     | 48/100 [00:00<00:00, 629.80 it/sec, obj=3.52e+3]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[8.69811400e-02 3.42276221e+04 1.48336149e+00 4.28449805e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  4.74431990e+01 9.08368407e+02 3.06851402e+04 4.29931580e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  9.77470946e+00 9.51964086e-01] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     49%|████▉     | 49/100 [00:00<00:00, 603.69 it/sec, obj=6.03e+3]
    INFO - 09:01:37:     50%|█████     | 50/100 [00:00<00:00, 611.80 it/sec, obj=143]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[8.44564380e-02 3.07957264e+04 1.54087352e+00 5.88383336e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  4.21051139e+01 5.91254283e+02 3.08786610e+04 3.32313216e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  4.95940225e+00 7.91759531e-01] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     51%|█████     | 51/100 [00:00<00:00, 588.10 it/sec, obj=2.77e+3]
    INFO - 09:01:37:     52%|█████▏    | 52/100 [00:00<00:00, 594.51 it/sec, obj=114]
    INFO - 09:01:37:     53%|█████▎    | 53/100 [00:00<00:00, 601.88 it/sec, obj=1.64e+4]
    INFO - 09:01:37:     54%|█████▍    | 54/100 [00:00<00:00, 609.39 it/sec, obj=1.54e+3]
    INFO - 09:01:37:     55%|█████▌    | 55/100 [00:00<00:00, 616.83 it/sec, obj=3.24e+4]
    INFO - 09:01:37:     56%|█████▌    | 56/100 [00:00<00:00, 624.21 it/sec, obj=390]
    INFO - 09:01:37:     57%|█████▋    | 57/100 [00:00<00:00, 631.52 it/sec, obj=-139]
    INFO - 09:01:37:     58%|█████▊    | 58/100 [00:00<00:00, 638.69 it/sec, obj=4.99e+3]
    INFO - 09:01:37:     59%|█████▉    | 59/100 [00:00<00:00, 645.61 it/sec, obj=157]
    INFO - 09:01:37:     60%|██████    | 60/100 [00:00<00:00, 652.48 it/sec, obj=4.78e+3]
    INFO - 09:01:37:     61%|██████    | 61/100 [00:00<00:00, 659.36 it/sec, obj=2.81e+3]
    INFO - 09:01:37:     62%|██████▏   | 62/100 [00:00<00:00, 666.18 it/sec, obj=8.8e+3]
    INFO - 09:01:37:     63%|██████▎   | 63/100 [00:00<00:00, 672.91 it/sec, obj=371]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[6.77585739e-02 3.79793238e+04 1.74373635e+00 3.43230716e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  4.13701698e+01 1.31335579e+03 2.88266747e+04 3.74178761e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  8.88078902e+00 1.83214824e+00] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     64%|██████▍   | 64/100 [00:00<00:00, 649.12 it/sec, obj=6.2e+4]
    INFO - 09:01:37:     65%|██████▌   | 65/100 [00:00<00:00, 655.33 it/sec, obj=4.9e+4]
    INFO - 09:01:37:     66%|██████▌   | 66/100 [00:00<00:00, 661.54 it/sec, obj=1.49e+3]
    INFO - 09:01:37:     67%|██████▋   | 67/100 [00:00<00:00, 667.83 it/sec, obj=7.4e+3]
    INFO - 09:01:37:     68%|██████▊   | 68/100 [00:00<00:00, 674.08 it/sec, obj=2.16e+3]
    INFO - 09:01:37:     69%|██████▉   | 69/100 [00:00<00:00, 680.26 it/sec, obj=2.42e+3]
    INFO - 09:01:37:     70%|███████   | 70/100 [00:00<00:00, 686.39 it/sec, obj=1.26e+3]
    INFO - 09:01:37:     71%|███████   | 71/100 [00:00<00:00, 692.45 it/sec, obj=1.1e+3]
    INFO - 09:01:37:     72%|███████▏  | 72/100 [00:00<00:00, 698.09 it/sec, obj=1.25e+4]
   ERROR - 09:01:37: Failed to evaluate function y_4
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37: Problem with evaluation of sample:[1.63329215e-02 5.97324226e+04 1.56766182e+00 4.71404767e+00
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  4.44948320e+01 1.24758949e+03 4.39269694e+04 4.44436533e+04
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
   ERROR - 09:01:37:  6.30023047e+00 8.37747853e-01] result is not taken into account in DOE.
Traceback (most recent call last):
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/doe_library.py", line 387, in evaluate_samples
    output_data, jacobian_data = self.problem.evaluate_functions(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/opt_problem.py", line 1324, in evaluate_functions
    outputs[function.name] = function.evaluate(preprocessed_x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_db_function.py", line 127, in _func_to_wrap
    value = self.__evaluate_orig_func(xu_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/norm_function.py", line 98, in _func_to_wrap
    return self.__evaluate_orig_func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/function_from_discipline.py", line 131, in _func_to_wrap
    return self.__out_x_func(x_vect[self.__x_mask])
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 413, in __call__
    return self.evaluate(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 425, in evaluate
    val = self.__counted_f(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_function.py", line 365, in __counted_f
    self.last_eval = self._func(x_vect)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdofunctions/mdo_discipline_adapter.py", line 181, in _func_to_wrap
    output_data = self.__discipline.execute(input_data)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline.py", line 1020, in execute
    self._run()
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/disciplines.py", line 128, in _run
    y_4 = self.sobieski_problem.mission.execute(x_shared, y_14, y_24, y_34)
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 261, in execute
    return self._execute(
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 288, in _execute
    [self.__compute_range(altitude, mach, w_t, w_f, cl_cd, sfc)],
  File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/sobieski/core/mission.py", line 150, in __compute_range
    return ((mach * cl_cd) * 661.0 * sqrt_theta / sfc) * self.math.log(
ValueError: math domain error
    INFO - 09:01:37:     73%|███████▎  | 73/100 [00:00<00:00, 674.72 it/sec, obj=6.65e+3]
    INFO - 09:01:37:     74%|███████▍  | 74/100 [00:00<00:00, 679.98 it/sec, obj=-185]
    INFO - 09:01:37:     75%|███████▌  | 75/100 [00:00<00:00, 685.58 it/sec, obj=5.26e+3]
    INFO - 09:01:37:     76%|███████▌  | 76/100 [00:00<00:00, 691.21 it/sec, obj=3.58e+3]
    INFO - 09:01:37:     77%|███████▋  | 77/100 [00:00<00:00, 696.79 it/sec, obj=2.08e+3]
    INFO - 09:01:37:     78%|███████▊  | 78/100 [00:00<00:00, 702.20 it/sec, obj=2.15e+3]
    INFO - 09:01:37:     79%|███████▉  | 79/100 [00:00<00:00, 707.63 it/sec, obj=1.28e+3]
    INFO - 09:01:37:     80%|████████  | 80/100 [00:00<00:00, 712.89 it/sec, obj=1.31e+3]
    INFO - 09:01:37:     81%|████████  | 81/100 [00:00<00:00, 718.24 it/sec, obj=538]
    INFO - 09:01:37:     82%|████████▏ | 82/100 [00:00<00:00, 723.57 it/sec, obj=-268]
    INFO - 09:01:37:     83%|████████▎ | 83/100 [00:00<00:00, 728.86 it/sec, obj=92.5]
    INFO - 09:01:37:     84%|████████▍ | 84/100 [00:00<00:00, 734.09 it/sec, obj=-108]
    INFO - 09:01:37:     85%|████████▌ | 85/100 [00:00<00:00, 739.28 it/sec, obj=141]
    INFO - 09:01:37:     86%|████████▌ | 86/100 [00:00<00:00, 744.20 it/sec, obj=7.2e+3]
    INFO - 09:01:37: Optimization result:
    INFO - 09:01:37:    Optimizer info:
    INFO - 09:01:37:       Status: None
    INFO - 09:01:37:       Message: None
    INFO - 09:01:37:       Number of calls to the objective function by the optimizer: 100
    INFO - 09:01:37:    Solution:
    INFO - 09:01:37:       Objective: -1532.410845601642
    INFO - 09:01:37:       Design space:
    INFO - 09:01:37:          +-------------+-------------+---------------------+-------------+-------+
    INFO - 09:01:37:          | Name        | Lower bound |        Value        | Upper bound | Type  |
    INFO - 09:01:37:          +-------------+-------------+---------------------+-------------+-------+
    INFO - 09:01:37:          | x_shared[0] |     0.01    | 0.07639739427791871 |     0.09    | float |
    INFO - 09:01:37:          | x_shared[1] |    30000    |  30382.18560041557  |    60000    | float |
    INFO - 09:01:37:          | x_shared[2] |     1.4     |  1.639876251582323  |     1.8     | float |
    INFO - 09:01:37:          | x_shared[3] |     2.5     |  6.678131125265034  |     8.5     | float |
    INFO - 09:01:37:          | x_shared[4] |      40     |  48.22252066873557  |      70     | float |
    INFO - 09:01:37:          | x_shared[5] |     500     |  1398.577963779934  |     1500    | float |
    INFO - 09:01:37:          | y_14[0]     |    24850    |  73521.45283526971  |    77100    | float |
    INFO - 09:01:37:          | y_14[1]     |    -7700    |  -6556.014595540449 |    45000    | float |
    INFO - 09:01:37:          | y_24        |     0.44    |  8.311658540076003  |    11.13    | float |
    INFO - 09:01:37:          | y_34        |     0.44    |  0.4466759405180455 |     1.98    | float |
    INFO - 09:01:37:          +-------------+-------------+---------------------+-------------+-------+
    INFO - 09:01:37: *** End DOEScenario execution (time: 0:00:00.131357) ***

{'eval_jac': False, 'n_samples': 100, 'algo': 'OT_MONTE_CARLO'}

Create an EmpiricalStatistics object for all variables

In this second stage, we create an EmpiricalStatistics from the database encapsulated in a Dataset:

dataset = scenario.to_dataset(opt_naming=False)
analysis = create_statistics(dataset, name="SobieskiMission")

analysis
INFO - 09:01:37: Create SobieskiMission, a EmpiricalStatistics library.
SobieskiMission
  • n_samples: 86
  • n_variables: 5
  • variables: x_shared, y_14, y_24, y_34, y_4


and easily obtain statistics, such as the minimum values of the different variables over the dataset:

analysis.compute_minimum()
{'x_shared': array([1.13352258e-02, 3.01398316e+04, 1.40041295e+00, 2.55929483e+00,
       4.05869021e+01, 5.05494083e+02]), 'y_14': array([26794.72022057, -6556.01459554]), 'y_24': array([0.48388241]), 'y_34': array([0.44667594]), 'y_4': array([-1532.4108456])}

Create an EmpiricalStatistics object for the range

We can only reduce the statistical analysis to the range variable:

analysis = create_statistics(
    dataset, variable_names=["y_4"], name="SobieskiMission.range"
)
analysis
INFO - 09:01:37: Create SobieskiMission.range, a EmpiricalStatistics library.
SobieskiMission.range
  • n_samples: 86
  • n_variables: 1
  • variables: y_4


Get minimum

Here is the minimum value:

analysis.compute_minimum()
{'y_4': array([-1532.4108456])}

Get maximum

Here is the maximum value:

analysis.compute_maximum()
{'y_4': array([62030.01439676])}

Get range

Here is the (different between minimum and maximum values):

analysis.compute_range()
{'y_4': array([63562.42524236])}

Get mean

Here is the mean value:

analysis.compute_mean()
{'y_4': array([4539.61303269])}

Get central moment

Here is the second central moment:

analysis.compute_moment(2)
{'y_4': array([85150303.53546816])}

Get standard deviation

Here is the standard deviation:

analysis.compute_standard_deviation()
{'y_4': array([9227.6922107])}

Get variance

Here is the variance.

analysis.compute_variance()
{'y_4': array([85150303.53546816])}

Get quantile

Here is the quantile with level equal to 80%:

analysis.compute_quantile(0.8)
{'y_4': array([5261.95981236])}

Get probability

Here are the probability to respectively be greater and lower than the default output value:

default_output = discipline.execute()
(
    analysis.compute_probability(default_output),
    analysis.compute_probability(default_output, greater=False),
)
({'y_4': array([0.76744186])}, {'y_4': array([0.23255814])})

Get quartile

Here is the second quartile:

analysis.compute_quartile(2)
{'y_4': array([2117.20788623])}

Get percentile

Here is the 50the percentile:

analysis.compute_percentile(50)
{'y_4': array([2117.20788623])}

Get median

Here is the median:

analysis.compute_median()
{'y_4': array([2117.20788623])}

Plot the distribution

We can use a boxplot to visualize the data distribution:

analysis.plot_boxplot()
plot emp stats
{'y_4': <gemseo.post.dataset.boxplot.Boxplot object at 0x7f0e483abc10>}

draw the empirical cumulative distribution function:

analysis.plot_cdf()
plot emp stats
{'y_4': <gemseo.post.dataset.lines.Lines object at 0x7f0e48e83970>}

or draw the empirical probability density function:

analysis.plot_pdf()
plot emp stats
{'y_4': <gemseo.post.dataset.lines.Lines object at 0x7f0e4895b790>}

Total running time of the script: (0 minutes 0.589 seconds)

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