Multi-Modal Optimization with SHGA
==================================

.. important::
   This tutorial teaches you how to run multi-modal optimization experiments
   on NAIC Orchestrator VMs using the Scalable Hybrid Genetic Algorithm (SHGA).

The SHGA algorithm finds **multiple** local and global optima in continuous
optimization problems, combining genetic algorithms (global search) with
CMA-ES (local refinement).


.. toctree::
   :maxdepth: 1
   :caption: Tutorials:

   episodes/01-introduction.md
   episodes/02-provision-vm.md
   episodes/03-setup-environment.md
   episodes/04-algorithm.md
   episodes/05-running-experiments.md
   episodes/06-benchmarks.md
   episodes/07-analyzing-results.md
   episodes/08-faq.md
   episodes/09-parallelization.md
   episodes/10-visualization.md
   downloads/index.rst