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

.. only:: html

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

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

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

.. _sphx_glr_auto_functional_modeling_vectorial_functions_plot_parametric_function.py:


Create a parametric function
============================

.. GENERATED FROM PYTHON SOURCE LINES 6-16

In this example we are going to create a parametric function:

.. math::
   d_{L,I}(E, F):  \mathbb{R}^2  \rightarrow \mathbb{R}

function from an existing "full" function:

.. math::
 d(E, F, L, I):  \mathbb{R}^4  \rightarrow \mathbb{R}


.. GENERATED FROM PYTHON SOURCE LINES 18-23

.. code-block:: default

    import openturns as ot

    ot.Log.Show(ot.Log.NONE)









.. GENERATED FROM PYTHON SOURCE LINES 24-25

Create the function with all parameters d(E, F, L, I)

.. GENERATED FROM PYTHON SOURCE LINES 25-33

.. code-block:: default

    def d_func(X):
        E, F, L, II = X
        d = -F * L**3 / (3.0 * E * II)
        return [d]


    beam = ot.PythonFunction(4, 1, d_func)








.. GENERATED FROM PYTHON SOURCE LINES 34-35

Evaluate d

.. GENERATED FROM PYTHON SOURCE LINES 35-38

.. code-block:: default

    x = [50.0, 1.0, 10.0, 5.0]
    beam(x)






.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <p>[-1.33333]</p>
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 39-40

Create the indices of the frozen parameters (L,I) from the full parameter list

.. GENERATED FROM PYTHON SOURCE LINES 40-42

.. code-block:: default

    indices = [2, 3]








.. GENERATED FROM PYTHON SOURCE LINES 43-44

Create the values of the frozen parameters (L,I)

.. GENERATED FROM PYTHON SOURCE LINES 44-46

.. code-block:: default

    referencePoint = [10.0, 5.0]








.. GENERATED FROM PYTHON SOURCE LINES 47-48

Create the parametric function

.. GENERATED FROM PYTHON SOURCE LINES 48-50

.. code-block:: default

    beam_LI = ot.ParametricFunction(beam, indices, referencePoint)








.. GENERATED FROM PYTHON SOURCE LINES 51-52

Evaluate d on (E,F) with fixed parameters (L,I)

.. GENERATED FROM PYTHON SOURCE LINES 52-53

.. code-block:: default

    beam_LI([50.0, 1.0])





.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">
    <p>[-1.33333]</p>
    </div>
    <br />
    <br />


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

   **Total running time of the script:** ( 0 minutes  0.002 seconds)


.. _sphx_glr_download_auto_functional_modeling_vectorial_functions_plot_parametric_function.py:

.. only:: html

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




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

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

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

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