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The Theory of Evolution Strategies by Hans-Georg Beyer (Paperback, 2010)

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ISBN-13: 9783642086700, 978-3642086700. The main emphasis is deriving a qualitative understanding of why and how these ES algorithms work. The Theory of Evolution Strategies. Author(s): Hans-Georg Beyer.

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Evolutionary algorithms, such as evolution strategies, genetic algorithms, or evolutionary programming, have found broad acceptance in the last ten years. In contrast to its broad propagation, theoretical analysis in this subject has not progressed as much. This monograph provides the framework and the first steps toward the theoretical analysis of Evolution Strategies (ES). The main emphasis is deriving a qualitative understanding of why and how these ES algorithms work.