:orphan:

..
   Copyright 2021 IRT Saint Exupéry, https://www.irt-saintexupery.com

   This work is licensed under the Creative Commons Attribution-ShareAlike 4.0
   International License. To view a copy of this license, visit
   http://creativecommons.org/licenses/by-sa/4.0/ or send a letter to Creative
   Commons, PO Box 1866, Mountain View, CA 94042, USA.

Design of experiments (DOE)
===========================

Solve a design problem using a DOE.



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Latin hypercube sampling is an example of stochastic DOE algorithm: given an input dimension and a number of samples, running the algorithm twice will give two different DOEs.">

.. only:: html

  .. image:: /examples/doe/images/thumb/sphx_glr_plot_seed_thumb.png
    :alt:

  :ref:`sphx_glr_examples_doe_plot_seed.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Change the seed of a DOE</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="DOE from a file.">

.. only:: html

  .. image:: /examples/doe/images/thumb/sphx_glr_plot_doe_from_file_thumb.png
    :alt:

  :ref:`sphx_glr_examples_doe_plot_doe_from_file.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">DOE from a file.</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="DOE from an array.">

.. only:: html

  .. image:: /examples/doe/images/thumb/sphx_glr_plot_doe_from_array_thumb.png
    :alt:

  :ref:`sphx_glr_examples_doe_plot_doe_from_array.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">DOE from an array.</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Optimal LHS vs LHS">

.. only:: html

  .. image:: /examples/doe/images/thumb/sphx_glr_plot_lhs_example_thumb.png
    :alt:

  :ref:`sphx_glr_examples_doe_plot_lhs_example.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Optimal LHS vs LHS</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Simple disciplinary DOE example on the Sobieski SSBJ test case">

.. only:: html

  .. image:: /examples/doe/images/thumb/sphx_glr_plot_sobieski_doe_disc_example_thumb.png
    :alt:

  :ref:`sphx_glr_examples_doe_plot_sobieski_doe_disc_example.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Simple disciplinary DOE example on the Sobieski SSBJ test case</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Skip samples when using DOE.">

.. only:: html

  .. image:: /examples/doe/images/thumb/sphx_glr_plot_skip_doe_samples_thumb.png
    :alt:

  :ref:`sphx_glr_examples_doe_plot_skip_doe_samples.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Skip samples when using DOE.</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /examples/doe/plot_seed
   /examples/doe/plot_doe_from_file
   /examples/doe/plot_doe_from_array
   /examples/doe/plot_lhs_example
   /examples/doe/plot_sobieski_doe_disc_example
   /examples/doe/plot_skip_doe_samples


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: doe_python.zip </examples/doe/doe_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: doe_jupyter.zip </examples/doe/doe_jupyter.zip>`


.. only:: html

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

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