Synthetic Objectives
================================================

Synthetic objectives that can be used to evaluate the performance of *X*-armed bandit algorithms

.. note::
    Some of these objectives can be found `on Wikipedia <https://en.wikipedia.org/wiki/Test_functions_for_optimization>`_

.. list-table::
   :header-rows: 1

   * - Objectives
     - Image
   * - `Garland <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/synthetic_obj/Garland.py>`_
     - .. image:: ../../../figs/synthetic/Garland.png
   * - `DoubleSine <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/synthetic_obj/DoubleSine.py>`_
     - .. image:: ../../../figs/synthetic/DoubleSine.png
   * - `DifficultFunc <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/synthetic_obj/DifficultFunc.py>`_
     - .. image:: ../../../figs/synthetic/DifficultFunc.png
   * - `Ackley <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/synthetic_obj/Ackley.py>`_
     - .. image:: ../../../figs/synthetic/Ackley.png
   * - `Himmelblau <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/synthetic_obj/Himmelblau.py>`_
     - .. image:: ../../../figs/synthetic/Himmelblau.png
   * - `Rastrigin <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/synthetic_obj/Rastrigin.py>`_
     - .. image:: ../../../figs/synthetic/Rastrigin.png