[Mobile pdf] Machine Learning for Evolution Strategies (Studies in Big Data)
☆ Oliver Kramer ☆
| #7024361 in Books | 2016-05-26 | Original language:English | PDF # 1 | 9.21 x.38 x6.14l,.0 | File Name: 331933381X | 124 pages
||From the Back Cover||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 an
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 giving an introduction to evolution strategies and machine learning, the ...
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