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The CMA Evolution Strategy: A Tutorial
Hansen, Nikolaus...
The CMA Evolution Strategy: A Tutorial by Hansen, Nikolaus ( Author )
N.A
01-01-2016
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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Article
pdf
36.88 KB
English
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MYR 0.01
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http://arxiv.org/abs/1604.00772
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