.. _sphx_glr_auto_numerical_methods_optimization:

.. _Optimization:

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



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

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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_minmax_by_random_design_thumb.png
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_minmax_by_random_design`

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


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_highs_thumb.png
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_highs`

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      <div class="sphx-glr-thumbnail-title">Optimization using HiGHS solver</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_constraints_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_constraints`

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      <div class="sphx-glr-thumbnail-title">Optimization with constraints</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_nlopt_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_nlopt`

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      <div class="sphx-glr-thumbnail-title">Optimization using NLopt</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_minmax_optimization_thumb.png
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_minmax_optimization`

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      <div class="sphx-glr-thumbnail-title">Mix/max search using optimization</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_control_termination_thumb.png
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_control_termination`

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      <div class="sphx-glr-thumbnail-title">Control algorithm termination</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_bonmin_thumb.png
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_bonmin`

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      <div class="sphx-glr-thumbnail-title">Optimization using bonmin</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Multi-objective optimization using Pagmo">

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_pagmo_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_pagmo`

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      <div class="sphx-glr-thumbnail-title">Multi-objective optimization using Pagmo</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_rosenbrock_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_rosenbrock`

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      <div class="sphx-glr-thumbnail-title">Quick start guide to optimization</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="Optimization of the Rastrigin test function">

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_rastrigin_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_rastrigin`

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      <div class="sphx-glr-thumbnail-title">Optimization of the Rastrigin test function</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_optimization_dlib_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_optimization_dlib`

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      <div class="sphx-glr-thumbnail-title">Optimization using dlib</div>
    </div>


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

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  .. image:: /auto_numerical_methods/optimization/images/thumb/sphx_glr_plot_ego_thumb.svg
    :alt:

  :doc:`/auto_numerical_methods/optimization/plot_ego`

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      <div class="sphx-glr-thumbnail-title">EfficientGlobalOptimization examples</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_numerical_methods/optimization/plot_minmax_by_random_design
   /auto_numerical_methods/optimization/plot_optimization_highs
   /auto_numerical_methods/optimization/plot_optimization_constraints
   /auto_numerical_methods/optimization/plot_optimization_nlopt
   /auto_numerical_methods/optimization/plot_minmax_optimization
   /auto_numerical_methods/optimization/plot_control_termination
   /auto_numerical_methods/optimization/plot_optimization_bonmin
   /auto_numerical_methods/optimization/plot_optimization_pagmo
   /auto_numerical_methods/optimization/plot_optimization_rosenbrock
   /auto_numerical_methods/optimization/plot_optimization_rastrigin
   /auto_numerical_methods/optimization/plot_optimization_dlib
   /auto_numerical_methods/optimization/plot_ego