Evolutionary Algorithms by William M. Spears

Evolutionary Algorithms

William M. Spears
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Details

  • ISBN
    9783642086243 / 3642086241
  • Title Evolutionary Algorithms
  • Author William M. Spears
  • Category Artificial Intelligence
    Mathematical Logic
    Evolution
  • Format
    Paperback
  • Year 2010
  • Pages 238
  • Publisher
    Springer-verlag Berlin And Heidelberg Gmbh & Co. Kg
  • Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • Edition
    1st
  • Language English
  • Dimensions 234mm x 156mm

Publisher Description

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 optimization algorithms is introduced. The focus allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.

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Evolutionary Algorithms

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