:orphan:



.. _sphx_glr_auto_numerical_methods:

.. _Numerical methods:

Numerical methods
=================


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    <div class="sphx-glr-clear"></div>



.. _sphx_glr_auto_numerical_methods_general_methods:

.. _General methods:

General methods
---------------



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    <div class="sphx-glr-thumbcontainer" tooltip="Combinatorial generators">

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 .. figure:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_combinatorial_generator_thumb.png
     :alt: Combinatorial generators

     :ref:`sphx_glr_auto_numerical_methods_general_methods_plot_combinatorial_generator.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/general_methods/plot_combinatorial_generator

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    <div class="sphx-glr-thumbcontainer" tooltip="Random generator parametrization">

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 .. figure:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_random_generator_thumb.png
     :alt: Random generator parametrization

     :ref:`sphx_glr_auto_numerical_methods_general_methods_plot_random_generator.py`

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    </div>


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   /auto_numerical_methods/general_methods/plot_random_generator

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    <div class="sphx-glr-thumbcontainer" tooltip="Estimate an integral">

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 .. figure:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_estimate_integral_iterated_quadrature_thumb.png
     :alt: Estimate an integral

     :ref:`sphx_glr_auto_numerical_methods_general_methods_plot_estimate_integral_iterated_quadrature.py`

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    </div>


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   /auto_numerical_methods/general_methods/plot_estimate_integral_iterated_quadrature

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    <div class="sphx-glr-thumbcontainer" tooltip="Save/load a study">

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 .. figure:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_study_save_load_thumb.png
     :alt: Save/load a study

     :ref:`sphx_glr_auto_numerical_methods_general_methods_plot_study_save_load.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/general_methods/plot_study_save_load

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    <div class="sphx-glr-thumbcontainer" tooltip="Iterated Functions System">

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 .. figure:: /auto_numerical_methods/general_methods/images/thumb/sphx_glr_plot_ifs_thumb.png
     :alt: Iterated Functions System

     :ref:`sphx_glr_auto_numerical_methods_general_methods_plot_ifs.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/general_methods/plot_ifs
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    <div class="sphx-glr-clear"></div>



.. _sphx_glr_auto_numerical_methods_optimization:

.. _Optimization:

Optimization
------------



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    <div class="sphx-glr-thumbcontainer" tooltip="Mix/max search and sensitivity from design">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_minmax_by_random_design_thumb.png
     :alt: Mix/max search and sensitivity from design

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_minmax_by_random_design.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/optimization/plot_minmax_by_random_design

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    <div class="sphx-glr-thumbcontainer" tooltip="Optimization with constraints">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_constraints_thumb.png
     :alt: Optimization with constraints

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_optimization_constraints.py`

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    </div>


.. toctree::
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   /auto_numerical_methods/optimization/plot_optimization_constraints

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    <div class="sphx-glr-thumbcontainer" tooltip="Optimization using NLopt">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_nlopt_thumb.png
     :alt: Optimization using NLopt

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_optimization_nlopt.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/optimization/plot_optimization_nlopt

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    <div class="sphx-glr-thumbcontainer" tooltip="Mix/max search using optimization">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_minmax_optimization_thumb.png
     :alt: Mix/max search using optimization

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_minmax_optimization.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/optimization/plot_minmax_optimization

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    <div class="sphx-glr-thumbcontainer" tooltip="Control algorithm termination">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_control_termination_thumb.png
     :alt: Control algorithm termination

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_control_termination.py`

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    </div>


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   /auto_numerical_methods/optimization/plot_control_termination

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    <div class="sphx-glr-thumbcontainer" tooltip="Optimization using bonmin">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_bonmin_thumb.png
     :alt: Optimization using bonmin

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_optimization_bonmin.py`

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    </div>


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   /auto_numerical_methods/optimization/plot_optimization_bonmin

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    <div class="sphx-glr-thumbcontainer" tooltip="Quick start guide to optimization">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_rosenbrock_thumb.png
     :alt: Quick start guide to optimization

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_optimization_rosenbrock.py`

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    </div>


.. toctree::
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   /auto_numerical_methods/optimization/plot_optimization_rosenbrock

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    <div class="sphx-glr-thumbcontainer" tooltip="The Rastrigin function is defined by:">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_rastrigin_thumb.png
     :alt: Optimization of the Rastrigin test function

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_optimization_rastrigin.py`

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    </div>


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   /auto_numerical_methods/optimization/plot_optimization_rastrigin

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    <div class="sphx-glr-thumbcontainer" tooltip="Optimization using dlib">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_dlib_thumb.png
     :alt: Optimization using dlib

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_optimization_dlib.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/optimization/plot_optimization_dlib

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    <div class="sphx-glr-thumbcontainer" tooltip="EfficientGlobalOptimization examples">

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 .. figure:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_ego_thumb.png
     :alt: EfficientGlobalOptimization examples

     :ref:`sphx_glr_auto_numerical_methods_optimization_plot_ego.py`

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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/optimization/plot_ego
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    <div class="sphx-glr-clear"></div>



.. only :: html

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


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

    :download:`Download all examples in Python source code: auto_numerical_methods_python.zip </auto_numerical_methods/auto_numerical_methods_python.zip>`



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

    :download:`Download all examples in Jupyter notebooks: auto_numerical_methods_jupyter.zip </auto_numerical_methods/auto_numerical_methods_jupyter.zip>`