The CMA Evolution Strategy: A Tutorial
This tutorial introduces the CMA Evolution Strategy (ES) where CMA stands for Covariance Matrix Adaptation. The CMA ES is a stochastic, or randomized, method for real parameter (continuous domain) optimization of non linear, non convex functions. We try to motivate and derive the algorithm from intuitive concepts and from requirements of non linear, non convex search in continuous domain.
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