Machine Learning for Evolution Strategies

Machine Learning for Evolution Strategies by 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...

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Bibliographic Details
Main Author: Kramer, Oliver (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Series:Studies in Big Data, 20
Springer eBook Collection.
Subjects:
Computational intelligence.
Computer simulation.
Data mining.
Sociophysics.
Econophysics.
Artificial intelligence.
Electronic resources (E-books)
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