Estimation of Distribution Algorithms: a New Tool for Evolutionary Computation - Genetic Algorithms and Evolutionary Computation - S. Nørager - Books - Kluwer Academic Publishers - 9780792374664 - October 31, 2001
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Estimation of Distribution Algorithms: a New Tool for Evolutionary Computation - Genetic Algorithms and Evolutionary Computation 1st edition

S. Nørager

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Estimation of Distribution Algorithms: a New Tool for Evolutionary Computation - Genetic Algorithms and Evolutionary Computation 1st edition

Estimation of distribution algorithms generalizes genetic algorithms by replacing the crossover and mutation operators with sampling from probability distribution of the best individuals of population at each iteration of the algorithm. This book presents a review of techniques and applications of this tool for performing evolutionary computation.


382 pages, biography

Media Books     Hardcover Book   (Book with hard spine and cover)
Released October 31, 2001
ISBN13 9780792374664
Publishers Kluwer Academic Publishers
Pages 382
Dimensions 156 × 234 × 23 mm   ·   816 g
Language English  
Editor Larranaga, Pedro
Editor Lozano, Jose A. (University of the Basque Country, San Sebastian, Spain)