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

.. only:: html

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

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

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

.. _sphx_glr_examples_post_process_algorithms_plot_para_coord.py:


Parallel coordinates
====================

In this example, we illustrate the use of the :class:`.ParallelCoordinates` plot
on the Sobieski's SSBJ problem.

The :class:`.ParallelCoordinates` post-processing provides parallel coordinates plots
among design variables, outputs functions and constraints.

The :class:`.ParallelCoordinates` portrays the design variables history during the
scenario execution. Each vertical coordinate is dedicated to a design variable,
normalized by its bounds.

A polyline joins all components of a given design vector and is colored by objective
function values. This highlights the correlations between the values of the design
variables and the values of the objective function.

.. GENERATED FROM PYTHON SOURCE LINES 39-49



.. rst-class:: sphx-glr-horizontal


    *

      .. image-sg:: /examples/post_process/algorithms/images/sphx_glr_plot_para_coord_001.png
         :alt: Design variables history colored by '-y_4' value
         :srcset: /examples/post_process/algorithms/images/sphx_glr_plot_para_coord_001.png
         :class: sphx-glr-multi-img

    *

      .. image-sg:: /examples/post_process/algorithms/images/sphx_glr_plot_para_coord_002.png
         :alt: Objective function and constraints history colored by '-y_4' value.
         :srcset: /examples/post_process/algorithms/images/sphx_glr_plot_para_coord_002.png
         :class: sphx-glr-multi-img


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

 .. code-block:: none


    <gemseo.post.parallel_coordinates.ParallelCoordinates object at 0x78590a590680>





|

.. code-block:: Python


    from __future__ import annotations

    from gemseo import execute_post
    from gemseo.settings.post import ParallelCoordinates_Settings

    execute_post(
        "sobieski_mdf_scenario.h5",
        settings_model=ParallelCoordinates_Settings(save=False, show=True),
    )


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

   **Total running time of the script:** (0 minutes 0.301 seconds)


.. _sphx_glr_download_examples_post_process_algorithms_plot_para_coord.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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