Revival: Genetic Algorithms for Pattern Recognition (1986)

Revival: Genetic Algorithms for Pattern Recognition (1986)

Wang, Paul P.; Pal, Sankar K.

Taylor & Francis Ltd

01/2019

336

Mole

Inglês

9781138558885

15 a 20 dias

453

Descrição não disponível.
1.Fitness Evaluation in Genetic Algorithms with Ancestors' Influence 2. The Walsh Transform and the Theory of the Simple Genetic Algorithm 3. Adaptation in Genetic Algorithms 4. An Empirical Evaluation of Genetic Algorithms on Noisy Objective Functions 5. Generalization of Heuristics Learned in Genetics-Based Learning 6. Genetic Algorithm-Based Pattern Classification: Relationship with Bayes Classifier 7. Genetic Algorithms and Recognition Problems 8. Mesoscale Feature Labeling from Satellite Images 9. Learning to Learn with Evolutionary Growth Perceptrons 10. Genetic Programming of Logic-Based Neural Networks 11. Construction of Fuzzy Classification Systems with Linguistic If-Then Rules Using Genetic Algorithms 12. A Genetic Algorithm Method for Optimizing the Fuzzy Component of a Fuzzy Decision Tree 13. Genetic Design of Fuzzy Controllers. Index.
Standard Artificial Neural Network;Fuzzy logic systems;Noisy Objective Function;Genetic Algorithms;Fuzzy Decision Trees;Intelligent recognition;Multimodal Function Optimization;Neural networks;GA;Pattern Recognition;Training Sample Points;Susmita De;Walsh Transform;Ashish Ghosh;Crossover Operator;Michael D. Vose;Membership Function;Alden H. Wright;Delta Coding;Lalit M. Patnaik;Hybrid Genetic Algorithms;Srinivas Mandavilli;Fuzzy Sets;Keith Mathias;Fuzzy Rule;Darrell Whitley;Schema Theorem;Anthony Kusuma;Initial Random Population;Christof Stork;Bit String;Benjamin W. Wah;Fitness Value;Arthur Ieumwananonthachai;Random Heuristic Search;Yong-Cheng Li;Bayes Classifier;Chivukula A. Murthy;Hidden Units;Sanghamitra Bandyopadhyay;Genetic Search;Hove Hugo Van;Vertex Cover Problem;Verschoren Alain;Fuzzy Controller;P. Buckles Bill;SGA;E. Petry Frederick;Recognition Tree;Prabhu Devaraya;Lybanon Matthew;G. Romaniuk Steve;Vincent Charles Gaudet;Hisao Ishibuchi;Tadahiko Murata;Hideo Tanaka;Cezary Z. Janikow;Cooper Mark G.;Vidal Jacques J.