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Found 1 from your keywords: author="Oliver Kramer"
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Machine Learning for Evolution Strategies
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Oliver Kramer

This book introduces numerous algorithmic hybridizations between both worlds that show how machine learning can improve and support evolution strategies. The set of methods comprises covariance matrix estimation, meta-modeling of fitness and constraint functions, dimensionality reduction for search and visualization of high-dimensional optimization processes, and clustering-based niching. After…

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978-3-319-33383-0
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