.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/uncertainty/statistics/plot_emp_stats.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_examples_uncertainty_statistics_plot_emp_stats.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_examples_uncertainty_statistics_plot_emp_stats.py:


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.

.. GENERATED FROM PYTHON SOURCE LINES 33-44

.. code-block:: Python


    from __future__ import annotations

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

    configure_logger()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    <RootLogger root (INFO)>



.. GENERATED FROM PYTHON SOURCE LINES 45-53

Create the dataset
------------------
First of all,
we create the dataset.
For that,
we instantiate
the discipline :class:`~gems.problems.sobieski.disciplines.SobieskiMission`
of the Sobieski's SSBJ problem which is known to |g|.

.. GENERATED FROM PYTHON SOURCE LINES 53-55

.. code-block:: Python

    discipline = create_discipline("SobieskiMission")








.. GENERATED FROM PYTHON SOURCE LINES 56-61

Then,
we load the design space of the Sobieski's SSBJ problem
by means of the class :meth:`.SobieskiDesignSpace`
and :meth:`.DesignSpace.filter` the inputs of the
discipline :class:`~gems.problems.sobieski.disciplines.SobieskiMission`.

.. GENERATED FROM PYTHON SOURCE LINES 61-64

.. code-block:: Python

    parameter_space = SobieskiDesignSpace()
    parameter_space.filter(discipline.io.input_grammar.names)






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div style='background-color: #fafae2; padding: 10px;'>Sobieski design space:<br/><table>
        <tr>
            <th style='text-align: left;'>Name</th>
            <th style='text-align: left;'>Lower bound</th>
            <th style='text-align: left;'>Value</th>
            <th style='text-align: left;'>Upper bound</th>
            <th style='text-align: left;'>Type</th>
        </tr>
        <tr>
            <td>x_shared[0]</td>
            <td>0.01</td>
            <td>0.05</td>
            <td>0.09</td>
            <td>float</td>
        </tr>
        <tr>
            <td>x_shared[1]</td>
            <td>30000</td>
            <td>45000</td>
            <td>60000</td>
            <td>float</td>
        </tr>
        <tr>
            <td>x_shared[2]</td>
            <td>1.4</td>
            <td>1.6</td>
            <td>1.8</td>
            <td>float</td>
        </tr>
        <tr>
            <td>x_shared[3]</td>
            <td>2.5</td>
            <td>5.5</td>
            <td>8.5</td>
            <td>float</td>
        </tr>
        <tr>
            <td>x_shared[4]</td>
            <td>40</td>
            <td>55</td>
            <td>70</td>
            <td>float</td>
        </tr>
        <tr>
            <td>x_shared[5]</td>
            <td>500</td>
            <td>1000</td>
            <td>1500</td>
            <td>float</td>
        </tr>
        <tr>
            <td>y_14[0]</td>
            <td>24850</td>
            <td>50606.9741711</td>
            <td>77100</td>
            <td>float</td>
        </tr>
        <tr>
            <td>y_14[1]</td>
            <td>-7700</td>
            <td>7306.20262124</td>
            <td>45000</td>
            <td>float</td>
        </tr>
        <tr>
            <td>y_24</td>
            <td>0.44</td>
            <td>4.15006276</td>
            <td>11.13</td>
            <td>float</td>
        </tr>
        <tr>
            <td>y_34</td>
            <td>0.44</td>
            <td>1.10754577</td>
            <td>1.98</td>
            <td>float</td>
        </tr>
    </table></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 65-69

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

.. GENERATED FROM PYTHON SOURCE LINES 69-78

.. code-block:: Python

    scenario = create_scenario(
        [discipline],
        "y_4",
        parameter_space,
        scenario_type="DOE",
        formulation_name="DisciplinaryOpt",
    )
    scenario.execute(algo_name="OT_MONTE_CARLO", n_samples=100)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

        INFO - 08:35:42:  
        INFO - 08:35:42: *** Start DOEScenario execution ***
        INFO - 08:35:42: DOEScenario
        INFO - 08:35:42:    Disciplines: SobieskiMission
        INFO - 08:35:42:    MDO formulation: DisciplinaryOpt
        INFO - 08:35:42: Optimization problem:
        INFO - 08:35:42:    minimize y_4(x_shared, y_14, y_24, y_34)
        INFO - 08:35:42:    with respect to x_shared, y_14, y_24, y_34
        INFO - 08:35:42:    over the design space:
        INFO - 08:35:42:       +-------------+-------------+---------------+-------------+-------+
        INFO - 08:35:42:       | Name        | Lower bound |     Value     | Upper bound | Type  |
        INFO - 08:35:42:       +-------------+-------------+---------------+-------------+-------+
        INFO - 08:35:42:       | x_shared[0] |     0.01    |      0.05     |     0.09    | float |
        INFO - 08:35:42:       | x_shared[1] |    30000    |     45000     |    60000    | float |
        INFO - 08:35:42:       | x_shared[2] |     1.4     |      1.6      |     1.8     | float |
        INFO - 08:35:42:       | x_shared[3] |     2.5     |      5.5      |     8.5     | float |
        INFO - 08:35:42:       | x_shared[4] |      40     |       55      |      70     | float |
        INFO - 08:35:42:       | x_shared[5] |     500     |      1000     |     1500    | float |
        INFO - 08:35:42:       | y_14[0]     |    24850    | 50606.9741711 |    77100    | float |
        INFO - 08:35:42:       | y_14[1]     |    -7700    | 7306.20262124 |    45000    | float |
        INFO - 08:35:42:       | y_24        |     0.44    |   4.15006276  |    11.13    | float |
        INFO - 08:35:42:       | y_34        |     0.44    |   1.10754577  |     1.98    | float |
        INFO - 08:35:42:       +-------------+-------------+---------------+-------------+-------+
        INFO - 08:35:42: Solving optimization problem with algorithm OT_MONTE_CARLO:
        INFO - 08:35:42:      1%|          | 1/100 [00:00<00:00, 313.99 it/sec, obj=4.13e+3]
        INFO - 08:35:42:      2%|▏         | 2/100 [00:00<00:00, 533.02 it/sec, obj=2.69e+3]
        INFO - 08:35:42:      3%|▎         | 3/100 [00:00<00:00, 705.20 it/sec, obj=0.718]
        INFO - 08:35:42:      4%|▍         | 4/100 [00:00<00:00, 838.65 it/sec, obj=1.84e+3]
        INFO - 08:35:42:      5%|▌         | 5/100 [00:00<00:00, 942.41 it/sec, obj=1.47e+3]
        INFO - 08:35:42:      6%|▌         | 6/100 [00:00<00:00, 1029.57 it/sec, obj=-76.6]
        INFO - 08:35:42:      7%|▋         | 7/100 [00:00<00:00, 1107.05 it/sec, obj=2.92e+3]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:      8%|▊         | 8/100 [00:00<00:00, 675.64 it/sec, obj=2.41e+3]
        INFO - 08:35:42:      9%|▉         | 9/100 [00:00<00:00, 720.78 it/sec, obj=2.27e+3]
        INFO - 08:35:42:     10%|█         | 10/100 [00:00<00:00, 768.17 it/sec, obj=2.19e+3]
        INFO - 08:35:42:     11%|█         | 11/100 [00:00<00:00, 811.65 it/sec, obj=752]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     12%|█▏        | 12/100 [00:00<00:00, 669.78 it/sec, obj=3.07e+3]
        INFO - 08:35:42:     13%|█▎        | 13/100 [00:00<00:00, 705.64 it/sec, obj=4.9e+3]
        INFO - 08:35:42:     14%|█▍        | 14/100 [00:00<00:00, 740.09 it/sec, obj=1.19e+3]
        INFO - 08:35:42:     15%|█▌        | 15/100 [00:00<00:00, 772.82 it/sec, obj=8.3e+3]
        INFO - 08:35:42:     16%|█▌        | 16/100 [00:00<00:00, 803.97 it/sec, obj=5.59e+3]
        INFO - 08:35:42:     17%|█▋        | 17/100 [00:00<00:00, 822.51 it/sec, obj=-1.53e+3]
        INFO - 08:35:42:     18%|█▊        | 18/100 [00:00<00:00, 848.95 it/sec, obj=876]
        INFO - 08:35:42:     19%|█▉        | 19/100 [00:00<00:00, 874.19 it/sec, obj=529]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     20%|██        | 20/100 [00:00<00:00, 762.57 it/sec, obj=4.49e+3]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     21%|██        | 21/100 [00:00<00:00, 681.49 it/sec, obj=1.49e+3]
        INFO - 08:35:42:     22%|██▏       | 22/100 [00:00<00:00, 702.32 it/sec, obj=996]
        INFO - 08:35:42:     23%|██▎       | 23/100 [00:00<00:00, 722.79 it/sec, obj=8.56e+3]
        INFO - 08:35:42:     24%|██▍       | 24/100 [00:00<00:00, 742.65 it/sec, obj=1.26e+3]
        INFO - 08:35:42:     25%|██▌       | 25/100 [00:00<00:00, 760.43 it/sec, obj=2.07e+3]
        INFO - 08:35:42:     26%|██▌       | 26/100 [00:00<00:00, 778.32 it/sec, obj=1.71e+3]
        INFO - 08:35:42:     27%|██▋       | 27/100 [00:00<00:00, 796.39 it/sec, obj=1.49e+3]
        INFO - 08:35:42:     28%|██▊       | 28/100 [00:00<00:00, 814.11 it/sec, obj=6.55e+3]
        INFO - 08:35:42:     29%|██▉       | 29/100 [00:00<00:00, 825.75 it/sec, obj=821]
        INFO - 08:35:42:     30%|███       | 30/100 [00:00<00:00, 841.52 it/sec, obj=978]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     31%|███       | 31/100 [00:00<00:00, 775.36 it/sec, obj=730]
        INFO - 08:35:42:     32%|███▏      | 32/100 [00:00<00:00, 790.36 it/sec, obj=1.69e+4]
        INFO - 08:35:42:     33%|███▎      | 33/100 [00:00<00:00, 804.82 it/sec, obj=2.2e+3]
        INFO - 08:35:42:     34%|███▍      | 34/100 [00:00<00:00, 818.50 it/sec, obj=4.98e+3]
        INFO - 08:35:42:     35%|███▌      | 35/100 [00:00<00:00, 832.60 it/sec, obj=126]
        INFO - 08:35:42:     36%|███▌      | 36/100 [00:00<00:00, 846.46 it/sec, obj=1.21e+3]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     37%|███▋      | 37/100 [00:00<00:00, 787.00 it/sec, obj=-93.8]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     38%|███▊      | 38/100 [00:00<00:00, 740.14 it/sec, obj=2.62e+3]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     39%|███▉      | 39/100 [00:00<00:00, 700.44 it/sec, obj=2.4e+3]
        INFO - 08:35:42:     40%|████      | 40/100 [00:00<00:00, 711.96 it/sec, obj=3.82e+3]
        INFO - 08:35:42:     41%|████      | 41/100 [00:00<00:00, 723.39 it/sec, obj=5.76e+3]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     42%|████▏     | 42/100 [00:00<00:00, 688.57 it/sec, obj=3.15e+3]
        INFO - 08:35:42:     43%|████▎     | 43/100 [00:00<00:00, 698.85 it/sec, obj=1.47e+4]
        INFO - 08:35:42:     44%|████▍     | 44/100 [00:00<00:00, 709.42 it/sec, obj=342]
        INFO - 08:35:42:     45%|████▌     | 45/100 [00:00<00:00, 719.87 it/sec, obj=149]
        INFO - 08:35:42:     46%|████▌     | 46/100 [00:00<00:00, 730.15 it/sec, obj=3.48e+3]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     47%|████▋     | 47/100 [00:00<00:00, 698.23 it/sec, obj=-121]
        INFO - 08:35:42:     48%|████▊     | 48/100 [00:00<00:00, 707.77 it/sec, obj=3.52e+3]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     49%|████▉     | 49/100 [00:00<00:00, 679.49 it/sec, obj=6.03e+3]
        INFO - 08:35:42:     50%|█████     | 50/100 [00:00<00:00, 688.57 it/sec, obj=143]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     51%|█████     | 51/100 [00:00<00:00, 662.71 it/sec, obj=2.77e+3]
        INFO - 08:35:42:     52%|█████▏    | 52/100 [00:00<00:00, 670.98 it/sec, obj=114]
        INFO - 08:35:42:     53%|█████▎    | 53/100 [00:00<00:00, 679.52 it/sec, obj=1.64e+4]
        INFO - 08:35:42:     54%|█████▍    | 54/100 [00:00<00:00, 687.97 it/sec, obj=1.54e+3]
        INFO - 08:35:42:     55%|█████▌    | 55/100 [00:00<00:00, 696.32 it/sec, obj=3.24e+4]
        INFO - 08:35:42:     56%|█████▌    | 56/100 [00:00<00:00, 704.63 it/sec, obj=390]
        INFO - 08:35:42:     57%|█████▋    | 57/100 [00:00<00:00, 712.85 it/sec, obj=-139]
        INFO - 08:35:42:     58%|█████▊    | 58/100 [00:00<00:00, 720.90 it/sec, obj=4.99e+3]
        INFO - 08:35:42:     59%|█████▉    | 59/100 [00:00<00:00, 728.74 it/sec, obj=157]
        INFO - 08:35:42:     60%|██████    | 60/100 [00:00<00:00, 736.33 it/sec, obj=4.78e+3]
        INFO - 08:35:42:     61%|██████    | 61/100 [00:00<00:00, 744.08 it/sec, obj=2.81e+3]
        INFO - 08:35:42:     62%|██████▏   | 62/100 [00:00<00:00, 751.77 it/sec, obj=8.8e+3]
        INFO - 08:35:42:     63%|██████▎   | 63/100 [00:00<00:00, 759.40 it/sec, obj=371]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     64%|██████▍   | 64/100 [00:00<00:00, 728.96 it/sec, obj=6.2e+4]
        INFO - 08:35:42:     65%|██████▌   | 65/100 [00:00<00:00, 736.05 it/sec, obj=4.9e+4]
        INFO - 08:35:42:     66%|██████▌   | 66/100 [00:00<00:00, 743.07 it/sec, obj=1.49e+3]
        INFO - 08:35:42:     67%|██████▋   | 67/100 [00:00<00:00, 749.83 it/sec, obj=7.4e+3]
        INFO - 08:35:42:     68%|██████▊   | 68/100 [00:00<00:00, 756.74 it/sec, obj=2.16e+3]
        INFO - 08:35:42:     69%|██████▉   | 69/100 [00:00<00:00, 763.66 it/sec, obj=2.42e+3]
        INFO - 08:35:42:     70%|███████   | 70/100 [00:00<00:00, 770.56 it/sec, obj=1.26e+3]
        INFO - 08:35:42:     71%|███████   | 71/100 [00:00<00:00, 777.37 it/sec, obj=1.1e+3]
        INFO - 08:35:42:     72%|███████▏  | 72/100 [00:00<00:00, 784.13 it/sec, obj=1.25e+4]
       ERROR - 08:35:42: 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/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42: 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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:  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/base_doe_library.py", line 302, in _run
        output_value, jacobian_value = self._evaluate_functions(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/doe/base_doe_library.py", line 338, in _evaluate_functions
        return self._problem.evaluate_functions(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/evaluation_problem.py", line 455, in evaluate_functions
        outputs[function.name] = function.evaluate(design_vector)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 184, in evaluate
        return super().evaluate(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 237, in _compute_output_db
        output_value = self._compute_output(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/algos/problem_function.py", line 196, in _compute_output
        input_value = func(input_value)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/function_from_discipline.py", line 179, in _func_to_wrap
        return self.__discipline_adapter.evaluate(x_vect[self._input_mask])
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/mdo_function.py", line 324, in evaluate
        output_value = self.last_eval = self._func(x_vect)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/mdo_functions/discipline_adapter.py", line 194, 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/discipline.py", line 774, in execute
        return super().execute(input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 370, in execute
        self._execute_monitored()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/_base_monitored_process.py", line 98, in _execute_monitored
        self._execute()
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/core/discipline/base_discipline.py", line 385, in _execute
        output_data = self._run(input_data=input_data)
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/sobieski/disciplines.py", line 127, in _run
        y_4 = self.sobieski_problem.mission.execute(
      File "/home/docs/checkouts/readthedocs.org/user_builds/gemseo/envs/stable/lib/python3.9/site-packages/gemseo/problems/mdo/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/mdo/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/mdo/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 - 08:35:42:     73%|███████▎  | 73/100 [00:00<00:00, 759.38 it/sec, obj=6.65e+3]
        INFO - 08:35:42:     74%|███████▍  | 74/100 [00:00<00:00, 765.77 it/sec, obj=-185]
        INFO - 08:35:42:     75%|███████▌  | 75/100 [00:00<00:00, 771.99 it/sec, obj=5.26e+3]
        INFO - 08:35:42:     76%|███████▌  | 76/100 [00:00<00:00, 778.03 it/sec, obj=3.58e+3]
        INFO - 08:35:42:     77%|███████▋  | 77/100 [00:00<00:00, 784.27 it/sec, obj=2.08e+3]
        INFO - 08:35:42:     78%|███████▊  | 78/100 [00:00<00:00, 790.49 it/sec, obj=2.15e+3]
        INFO - 08:35:42:     79%|███████▉  | 79/100 [00:00<00:00, 796.67 it/sec, obj=1.28e+3]
        INFO - 08:35:42:     80%|████████  | 80/100 [00:00<00:00, 802.77 it/sec, obj=1.31e+3]
        INFO - 08:35:42:     81%|████████  | 81/100 [00:00<00:00, 808.81 it/sec, obj=538]
        INFO - 08:35:42:     82%|████████▏ | 82/100 [00:00<00:00, 814.83 it/sec, obj=-268]
        INFO - 08:35:42:     83%|████████▎ | 83/100 [00:00<00:00, 820.63 it/sec, obj=92.5]
        INFO - 08:35:42:     84%|████████▍ | 84/100 [00:00<00:00, 826.28 it/sec, obj=-108]
        INFO - 08:35:42:     85%|████████▌ | 85/100 [00:00<00:00, 832.12 it/sec, obj=141]
        INFO - 08:35:42:     86%|████████▌ | 86/100 [00:00<00:00, 837.87 it/sec, obj=7.2e+3]
        INFO - 08:35:42: Optimization result:
        INFO - 08:35:42:    Optimizer info:
        INFO - 08:35:42:       Status: None
        INFO - 08:35:42:       Message: None
        INFO - 08:35:42:       Number of calls to the objective function by the optimizer: 100
        INFO - 08:35:42:    Solution:
        INFO - 08:35:42:       Objective: -1532.410845601642
        INFO - 08:35:42:       Design space:
        INFO - 08:35:42:          +-------------+-------------+---------------------+-------------+-------+
        INFO - 08:35:42:          | Name        | Lower bound |        Value        | Upper bound | Type  |
        INFO - 08:35:42:          +-------------+-------------+---------------------+-------------+-------+
        INFO - 08:35:42:          | x_shared[0] |     0.01    | 0.07639739427791871 |     0.09    | float |
        INFO - 08:35:42:          | x_shared[1] |    30000    |  30382.18560041557  |    60000    | float |
        INFO - 08:35:42:          | x_shared[2] |     1.4     |  1.639876251582323  |     1.8     | float |
        INFO - 08:35:42:          | x_shared[3] |     2.5     |  6.678131125265034  |     8.5     | float |
        INFO - 08:35:42:          | x_shared[4] |      40     |  48.22252066873557  |      70     | float |
        INFO - 08:35:42:          | x_shared[5] |     500     |  1398.577963779934  |     1500    | float |
        INFO - 08:35:42:          | y_14[0]     |    24850    |  73521.45283526971  |    77100    | float |
        INFO - 08:35:42:          | y_14[1]     |    -7700    |  -6556.014595540449 |    45000    | float |
        INFO - 08:35:42:          | y_24        |     0.44    |  8.311658540076003  |    11.13    | float |
        INFO - 08:35:42:          | y_34        |     0.44    |  0.4466759405180455 |     1.98    | float |
        INFO - 08:35:42:          +-------------+-------------+---------------------+-------------+-------+
        INFO - 08:35:42: *** End DOEScenario execution (time: 0:00:00.111929) ***




.. GENERATED FROM PYTHON SOURCE LINES 79-84

Create an :class:`.EmpiricalStatistics` object for all variables
----------------------------------------------------------------
In this second stage,
we create an :class:`.EmpiricalStatistics`
from the database encapsulated in a :class:`.Dataset`:

.. GENERATED FROM PYTHON SOURCE LINES 84-89

.. code-block:: Python

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

    analysis






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div style='background-color: #fafae2; padding: 10px;'>SobieskiMission<br/><ul><li>n_samples: 86</li><li>n_variables: 5</li><li>variables: x_shared, y_14, y_24, y_34, y_4</li></ul></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 90-92

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

.. GENERATED FROM PYTHON SOURCE LINES 92-94

.. code-block:: Python

    analysis.compute_minimum()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'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])}



.. GENERATED FROM PYTHON SOURCE LINES 95-98

Create an :class:`.EmpiricalStatistics` object for the range
------------------------------------------------------------
We can only reduce the statistical analysis to the range variable:

.. GENERATED FROM PYTHON SOURCE LINES 98-103

.. code-block:: Python

    analysis = create_statistics(
        dataset, variable_names=["y_4"], name="SobieskiMission.range"
    )
    analysis






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <div style='background-color: #fafae2; padding: 10px;'>SobieskiMission.range<br/><ul><li>n_samples: 86</li><li>n_variables: 1</li><li>variables: y_4</li></ul></div>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 104-107

Get minimum
~~~~~~~~~~~
Here is the minimum value:

.. GENERATED FROM PYTHON SOURCE LINES 107-109

.. code-block:: Python

    analysis.compute_minimum()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


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



.. GENERATED FROM PYTHON SOURCE LINES 110-113

Get maximum
~~~~~~~~~~~
Here is the maximum value:

.. GENERATED FROM PYTHON SOURCE LINES 113-115

.. code-block:: Python

    analysis.compute_maximum()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([62030.01439676])}



.. GENERATED FROM PYTHON SOURCE LINES 116-119

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

.. GENERATED FROM PYTHON SOURCE LINES 119-121

.. code-block:: Python

    analysis.compute_range()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([63562.42524236])}



.. GENERATED FROM PYTHON SOURCE LINES 122-125

Get mean
~~~~~~~~
Here is the mean value:

.. GENERATED FROM PYTHON SOURCE LINES 125-127

.. code-block:: Python

    analysis.compute_mean()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([4539.61303269])}



.. GENERATED FROM PYTHON SOURCE LINES 128-131

Get central moment
~~~~~~~~~~~~~~~~~~
Here is the second central moment:

.. GENERATED FROM PYTHON SOURCE LINES 131-133

.. code-block:: Python

    analysis.compute_moment(2)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([85150303.53546816])}



.. GENERATED FROM PYTHON SOURCE LINES 134-137

Get standard deviation
~~~~~~~~~~~~~~~~~~~~~~
Here is the standard deviation:

.. GENERATED FROM PYTHON SOURCE LINES 137-139

.. code-block:: Python

    analysis.compute_standard_deviation()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([9227.6922107])}



.. GENERATED FROM PYTHON SOURCE LINES 140-143

Get variance
~~~~~~~~~~~~
Here is the variance.

.. GENERATED FROM PYTHON SOURCE LINES 143-145

.. code-block:: Python

    analysis.compute_variance()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([85150303.53546816])}



.. GENERATED FROM PYTHON SOURCE LINES 146-149

Get quantile
~~~~~~~~~~~~
Here is the quantile with level equal to 80%:

.. GENERATED FROM PYTHON SOURCE LINES 149-151

.. code-block:: Python

    analysis.compute_quantile(0.8)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([5261.95981236])}



.. GENERATED FROM PYTHON SOURCE LINES 152-156

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

.. GENERATED FROM PYTHON SOURCE LINES 156-162

.. code-block:: Python

    default_output = discipline.execute()
    (
        analysis.compute_probability(default_output),
        analysis.compute_probability(default_output, greater=False),
    )





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    ({'y_4': array([0.76744186])}, {'y_4': array([0.23255814])})



.. GENERATED FROM PYTHON SOURCE LINES 163-166

Get quartile
~~~~~~~~~~~~
Here is the second quartile:

.. GENERATED FROM PYTHON SOURCE LINES 166-168

.. code-block:: Python

    analysis.compute_quartile(2)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([2117.20788623])}



.. GENERATED FROM PYTHON SOURCE LINES 169-172

Get percentile
~~~~~~~~~~~~~~
Here is the 50the percentile:

.. GENERATED FROM PYTHON SOURCE LINES 172-174

.. code-block:: Python

    analysis.compute_percentile(50)





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([2117.20788623])}



.. GENERATED FROM PYTHON SOURCE LINES 175-178

Get median
~~~~~~~~~~
Here is the median:

.. GENERATED FROM PYTHON SOURCE LINES 178-180

.. code-block:: Python

    analysis.compute_median()





.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': array([2117.20788623])}



.. GENERATED FROM PYTHON SOURCE LINES 181-184

Plot the distribution
~~~~~~~~~~~~~~~~~~~~~
We can use a boxplot to visualize the data distribution:

.. GENERATED FROM PYTHON SOURCE LINES 184-186

.. code-block:: Python

    analysis.plot_boxplot()




.. image-sg:: /examples/uncertainty/statistics/images/sphx_glr_plot_emp_stats_001.png
   :alt: plot emp stats
   :srcset: /examples/uncertainty/statistics/images/sphx_glr_plot_emp_stats_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': <gemseo.post.dataset.boxplot.Boxplot object at 0x7f2522b8b250>}



.. GENERATED FROM PYTHON SOURCE LINES 187-188

draw the empirical cumulative distribution function:

.. GENERATED FROM PYTHON SOURCE LINES 188-190

.. code-block:: Python

    analysis.plot_cdf()




.. image-sg:: /examples/uncertainty/statistics/images/sphx_glr_plot_emp_stats_002.png
   :alt: plot emp stats
   :srcset: /examples/uncertainty/statistics/images/sphx_glr_plot_emp_stats_002.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': <gemseo.post.dataset.lines.Lines object at 0x7f2522b8b580>}



.. GENERATED FROM PYTHON SOURCE LINES 191-192

or draw the empirical probability density function:

.. GENERATED FROM PYTHON SOURCE LINES 192-193

.. code-block:: Python

    analysis.plot_pdf()



.. image-sg:: /examples/uncertainty/statistics/images/sphx_glr_plot_emp_stats_003.png
   :alt: plot emp stats
   :srcset: /examples/uncertainty/statistics/images/sphx_glr_plot_emp_stats_003.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none


    {'y_4': <gemseo.post.dataset.lines.Lines object at 0x7f2522ac5760>}




.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 0.784 seconds)


.. _sphx_glr_download_examples_uncertainty_statistics_plot_emp_stats.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_emp_stats.ipynb <plot_emp_stats.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_emp_stats.py <plot_emp_stats.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_emp_stats.zip <plot_emp_stats.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_