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Genetic algorithms for pattern recognition/ Sankar K. pal and Paul P. Wang eds.

Contributor(s): Material type: TextTextPublication details: Boca Raton: CRC Press, 1996Description: xx,314p. 24 cmISBN:
  • 0849394678
Subject(s): DDC classification:
  • 006.4 P153 23
Contents:
Fitness evaluation in genetic algorithms with ancestors' influence -- The Walsh transform and the theory of the simple genetic algorithm -- Adaptation in genetic algorithms -- An empirical evaluation of genetic algorithms on noisy objective functions -- Generalization of heuristics learned in genetics-based learning -- Genetic algorithm-based pattern classification: relationship with bayes classifier -- Genetic algorithms and recognition problems -- Mesoscale feature labeling from satellite images -- Learning to learn with evolutionary growth perceptrons -- Genetic programming of logic based neural networks -- Construction of fuzzy classification systems with linguistic if-then rules using genetic algorithms -- A genetic algorithm method fpr optimizing the fuzzy component of a fuzzy decision three -- Genetic design of fuzzy controllers
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Includes index

Fitness evaluation in genetic algorithms with ancestors' influence -- The Walsh transform and the theory of the simple genetic algorithm -- Adaptation in genetic algorithms -- An empirical evaluation of genetic algorithms on noisy objective functions -- Generalization of heuristics learned in genetics-based learning -- Genetic algorithm-based pattern classification: relationship with bayes classifier -- Genetic algorithms and recognition problems -- Mesoscale feature labeling from satellite images -- Learning to learn with evolutionary growth perceptrons -- Genetic programming of logic based neural networks -- Construction of fuzzy classification systems with linguistic if-then rules using genetic algorithms -- A genetic algorithm method fpr optimizing the fuzzy component of a fuzzy decision three -- Genetic design of fuzzy controllers

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