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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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 006.4 P153 (Browse shelf(Opens below)) Available C26733
Books ISI Library, Kolkata ISI Scientist Publication 006.4 P153 (Browse shelf(Opens below)) Available 120758
Total holds: 0

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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