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Academic & Professional Books  Reference  Data Analysis & Modelling  Modelling

The Theory of Evolution Strategies

Monograph
By: Hans-Georg Beyer
380 pages, 52 figs, 9 tabs
Publisher: Springer Nature
The Theory of Evolution Strategies
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  • The Theory of Evolution Strategies ISBN: 9783540672975 Hardback Mar 2001 Available on backorder
    £129.99
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Price: £129.99
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About this book

This monograph provides the framework and the first steps toward the theoretical analysis of Evolution Strategies (ES). The main emphasis is on understanding the functioning of these probabilistic optimization algorithms in real-valued search spaces by investigating the dynamical properties of some well-established ES algorithms. The book introduces the basic concepts of this analysis, such as progress rate, quality gain, and self-adaptation response, and describes how to calculate these quantities.

Customer Reviews

Monograph
By: Hans-Georg Beyer
380 pages, 52 figs, 9 tabs
Publisher: Springer Nature
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