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Newer algorithms #1666

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@jdart1

two of them I would like to see added:

  1. CMA with Margin - this is supposed to be more effective on integer and mixed integer problems. It is a part of the cmaes library: https://pypi.org/project/cmaes/.
  2. Any of the RBF methods. A recent one with Python implementation is DOSS: https://zenodo.org/records/13731558 - see paper https://link.springer.com/article/10.1007/s12532-024-00267-7

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