Foundations of Genetic Algorithms 1991 (FOGA 1)

Foundations of Genetic Algorithms 1991 (FOGA 1)
Author :
Publisher : Elsevier
Total Pages : 348
Release :
ISBN-10 : 9780080506845
ISBN-13 : 0080506844
Rating : 4/5 (844 Downloads)

Book Synopsis Foundations of Genetic Algorithms 1991 (FOGA 1) by : Gregory J.E. Rawlins

Download or read book Foundations of Genetic Algorithms 1991 (FOGA 1) written by Gregory J.E. Rawlins and published by Elsevier. This book was released on 2014-06-28 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foundations of Genetic Algorithms 1991 (FOGA 1) discusses the theoretical foundations of genetic algorithms (GA) and classifier systems. This book compiles research papers on selection and convergence, coding and representation, problem hardness, deception, classifier system design, variation and recombination, parallelization, and population divergence. Other topics include the non-uniform Walsh-schema transform; spurious correlations and premature convergence in genetic algorithms; and variable default hierarchy separation in a classifier system. The grammar-based genetic algorithm; conditions for implicit parallelism; and analysis of multi-point crossover are also elaborated. This text likewise covers the genetic algorithms for real parameter optimization and isomorphisms of genetic algorithms. This publication is a good reference for students and researchers interested in genetic algorithms.


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