**********************
Optimisation Tutorials
**********************
..  
    Copyright (C) Dragan Nikolic
    DAE Tools is free software; you can redistribute it and/or modify it under the
    terms of the GNU General Public License version 3 as published by the Free Software
    Foundation. DAE Tools is distributed in the hope that it will be useful, but WITHOUT
    ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A
    PARTICULAR PURPOSE. See the GNU General Public License for more details.
    You should have received a copy of the GNU General Public License along with the
    DAE Tools software; if not, see <http://www.gnu.org/licenses/>.


=========================  =================================================================
:ref:`opt_tutorial1`       |topt_1|
-------------------------  -----------------------------------------------------------------
:ref:`opt_tutorial2`       |topt_2|
-------------------------  -----------------------------------------------------------------
:ref:`opt_tutorial3`       |topt_3|
-------------------------  -----------------------------------------------------------------
:ref:`opt_tutorial4`       |topt_4|
-------------------------  -----------------------------------------------------------------
:ref:`opt_tutorial5`       |topt_5|
-------------------------  -----------------------------------------------------------------
:ref:`opt_tutorial6`       |topt_6|
-------------------------  -----------------------------------------------------------------
:ref:`opt_tutorial7`       |topt_7|
=========================  =================================================================


.. |topt_1| replace:: IPOPT NLP solver, its setup and options.

.. |topt_2| replace:: Bonmin MINLP solver, its setup and options.

.. |topt_3| replace:: NLOPT NLP solvers, their setup and options.

.. |topt_4| replace:: Interoperability between DAE Tools and 3rd party optimisation
                      software (scipy.optimize) used to minimise the Rosenbrock function.

.. |topt_5| replace:: Interoperability between DAE Tools and 3rd party optimisation
                      software (scipy.optimize) used to fit the simple function with experimental data.

.. |topt_6| replace:: daeMinpackLeastSq solver.

.. |topt_7| replace:: Monitoring the optimisation progress (pyQt GUI).


.. begin-command

.. _opt_tutorial1:

Optimisation tutorial 1
=======================

.. automodule:: daetools.examples.opt_tutorial1
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `opt_tutorial1.xml <examples/opt_tutorial1.xml>`_
Runtime model report    `opt_tutorial1-rt.xml <examples/opt_tutorial1-rt.xml>`_
Source code             `opt_tutorial1.py <examples/opt_tutorial1.html>`_
=====================   =================================================================


.. _opt_tutorial2:

Optimisation tutorial 2
=======================

.. automodule:: daetools.examples.opt_tutorial2
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `opt_tutorial2.xml <examples/opt_tutorial2.xml>`_
Runtime model report    `opt_tutorial2-rt.xml <examples/opt_tutorial2-rt.xml>`_
Source code             `opt_tutorial2.py <examples/opt_tutorial2.html>`_
=====================   =================================================================


.. _opt_tutorial3:

Optimisation tutorial 3
=======================

.. automodule:: daetools.examples.opt_tutorial3
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `opt_tutorial3.xml <examples/opt_tutorial3.xml>`_
Runtime model report    `opt_tutorial3-rt.xml <examples/opt_tutorial3-rt.xml>`_
Source code             `opt_tutorial3.py <examples/opt_tutorial3.html>`_
=====================   =================================================================


.. _opt_tutorial4:

Optimisation tutorial 4
=======================

.. automodule:: daetools.examples.opt_tutorial4
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `opt_tutorial4.xml <examples/opt_tutorial4.xml>`_
Runtime model report    `opt_tutorial4-rt.xml <examples/opt_tutorial4-rt.xml>`_
Source code             `opt_tutorial4.py <examples/opt_tutorial4.html>`_
=====================   =================================================================


.. _opt_tutorial5:

Optimisation tutorial 5
=======================

.. automodule:: daetools.examples.opt_tutorial5
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `opt_tutorial5.xml <examples/opt_tutorial4.xml>`_
Runtime model report    `opt_tutorial5-rt.xml <examples/opt_tutorial5-rt.xml>`_
Source code             `opt_tutorial5.py <examples/opt_tutorial5.html>`_
=====================   =================================================================


.. _opt_tutorial6:

Optimisation tutorial 6
=======================

.. automodule:: daetools.examples.opt_tutorial6
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `opt_tutorial6.xml <examples/opt_tutorial6.xml>`_
Runtime model report    `opt_tutorial6-rt.xml <examples/opt_tutorial6-rt.xml>`_
Source code             `opt_tutorial6.py <examples/opt_tutorial6.html>`_
=====================   =================================================================


.. _opt_tutorial7:

Optimisation tutorial 7
=======================

.. automodule:: daetools.examples.opt_tutorial7
   :no-members:
   :no-undoc-members:

.. rubric:: Files

=====================   =================================================================
Model report            `opt_tutorial7.xml <examples/opt_tutorial7.xml>`_
Runtime model report    `opt_tutorial7-rt.xml <examples/opt_tutorial7-rt.xml>`_
Source code             `opt_tutorial7.py <examples/opt_tutorial7.html>`_
=====================   =================================================================

.. end-command