.. _sphx_glr_auto_examples_sensitivity:

.. _sensitivity_examples:

Sensitivity examples
--------------------

Examples on sensitivity computations via :class:`csnlp.wrappers.NlpSensitivity`.



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

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    <div class="sphx-glr-thumbcontainer" tooltip="In this example we explore the parametric sensitivity of an NLP problem. We will use the csnlp.wrappers.NlpSensitivity wrapper to achieve so, but we&#x27;ll skip over some of the formalities of the library, as we assume you are already a bit familiar with it. If this is not the case, for more introductory examples on csnlp, see the other introductory_examples.">

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  .. image:: /auto_examples/sensitivity/images/thumb/sphx_glr_simple_sensitivity_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sensitivity_simple_sensitivity.py`

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      <div class="sphx-glr-thumbnail-title">A simple example of sensitivity analysis</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example builts on top of the example simple_sensitivity_example and extends it to a 3d setting, i.e., we consider the sensitivities w.r.t. both parameters. Not much else changes, so comments are sparse for brevity. For referece, the NLP here considered is">

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  .. image:: /auto_examples/sensitivity/images/thumb/sphx_glr_simple_sensitivity_3d_thumb.png
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  :ref:`sphx_glr_auto_examples_sensitivity_simple_sensitivity_3d.py`

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      <div class="sphx-glr-thumbnail-title">A simple example of sensitivity analysis (3d version)</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="In this example, we reproduce the sensitivity computations from this CasADi example, both with casadi&#x27;s native capabilities as well as the one from csnlp.">

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  .. image:: /auto_examples/sensitivity/images/thumb/sphx_glr_comparison_sensitivities_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_sensitivity_comparison_sensitivities.py`

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      <div class="sphx-glr-thumbnail-title">Comparison of CasADi's and csnlp's sensitivity computations</div>
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.. toctree::
   :hidden:

   /auto_examples/sensitivity/simple_sensitivity
   /auto_examples/sensitivity/simple_sensitivity_3d
   /auto_examples/sensitivity/comparison_sensitivities