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Machine Learning for Evolution Strategies
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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| Format: | e-Book |
| Language: | English |
| Published: |
Cham :
Springer International Publishing :
2016.
Imprint: Springer, |
| Edition: | 1st ed. 2016. |
| Series: | Studies in Big Data,
20 |
| Subjects: | |
| Online Access: | Full-text access |
Table of Contents:
- Part I Evolution Strategies
- Part II Machine Learning
- Part III Supervised Learning.