Items related to Theory of Evolution Strategies
Synopsis
Evolutionary Algorithms, in particular Evolution Strategies, Genetic Algorithms, or Evolutionary Programming, have found wide acceptance as robust optimization algorithms in the last ten years. Compared with the broad propagation and the resulting practical prosperity in different scientific fields, the theory 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 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. Based on the analysis, functioning principles are derived, aiming at a qualitative understanding of why and how ES algorithms work.
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From the Back Cover
Evolutionary Algorithms, in particular Evolution Strategies, Genetic Algorithms, or Evolutionary Programming, have found wide acceptance as robust optimization algorithms in the last ten years. Compared with the broad propagation and the resulting practical prosperity in different scientific fields, the theory 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 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. Based on the analysis, functioning principles are derived, aiming at a qualitative understanding of why and how ES algorithms work.
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Theory of Evolution Strategies
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The Theory of Evolution Strategies
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Condition: Good. Springer Verlag, 2001. Cover very barley rubbed/bumped, slightly soiled backboard with small black mark; binding tight; cover, edges, and interior intact and very clean except where noted. hardcover. Good. Seller Inventory # 594959
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The Theory of Evolution Strategies (Natural Computing Series)
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Springer-Verlag Berlin and Heidelberg GmbH and Co. K, 2001
ISBN 10: 3540672974
ISBN 13: 9783540672975
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The Theory of Evolution Strategies
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Springer Berlin Heidelberg, 2001
ISBN 10: 3540672974
ISBN 13: 9783540672975
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Gebunden. Condition: New. Provides the theoretical framework for Evolution StrategiesEvolutionary 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, t. Seller Inventory # 4898140
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