[PDF.07fg] Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series)

Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series)

[PDF.uu97] Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series)

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 | #5229928 in Books |  William M Spears |  2000-07-26 | Original language:English | PDF # 1 |  9.21 x.56 x6.14l,.96 | File type: PDF | 222 pages

 | Evolutionary Algorithms

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||12 of 13 people found the following review helpful.| Interesting. Very academic|By A Customer|This book is based on the author's PhD dissertation and it shows (you can download the dissertation from the web). There is page after page of mind numbing step-by-step derivations that do not add too much to the discussion. I would have enjoyed the book more if Spears had shortened some of his derivations. I found the results interest

Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative benefits and detriments of using recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates important prior work and introduces new theoretical techniques for studying evolutionary algorithms. Consequences of the theory are explored and a novel method for comparing search and ...

You easily download any file type for your device.Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series)   |  William M. Spears. A good, fresh read, highly recommended.

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