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Theory of Evolution Strategies
Hans-Georg Beyer
[PDF.gm73] Theory of Evolution Strategies
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| #4414485 in Books | Springer | 2001-04-27 | Ingredients: Example Ingredients | Original language:English | PDF # 1 | 9.21 x.94 x6.14l,1.56 | File type: PDF | 381 pages | ||9 of 10 people found the following review helpful.| The first of its kind|By Dr. Lee D. Carlson|This is the first book that I am aware of that addresses the foundations of evolutionary and genetic algorithms, evolution strategies, and evolutionary programming from a rigorous mathematical point of view. The book is designed for an audience of mathematicians and computer scientists who are curious about evolutionary strategies an|||From the reviews: | |"He gives an extensive mathematical treatment of idealised models of behaviour for several types of EA … . The detail is extensive enough to guide and educate graduate students … . The figures are clear and convincing. Part
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...
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