Jang, Jyh -Shing Roger
Neuro-Fuzzy and soft computing: A computational approach to learning and machine intelligence/ Jyh-Shing Roger Jang - New Jersey : Pearson 1997 - 614 páginas :
Introduction to Neuro-fuzzy and soft computing 2.Fuzzy set theory 3.Fuzzy rules and fuzzy reasoning 4.Fuzzy inference systems 5.Least-squares methodsfor system identification 6.Derivative-based optimization 7.Derivative-free optimization 8.Adaptive Networks 9.Supervised learning neural networks 10.Learning from reinforcement 11.Unsupervised learning and other neural networks 12.ANFIS:Adaptive neuro-fuzzy inference systems 13.CoactiveNeuro-fuzzy modeling: Towards generalized ANFIS 14.Classification and regression trees 15.Data clustering algorithms 16.Rulebase structure identification 17.Neuro-fuzzy control I 18.Neuro-fuzzy contol II 19.ANFIS Applications 20.Fuzzy-filtered neural networks 21.Fuzzy sets and genetic algorithms in game playing 22.Soft computing for color recipe prediction
0132610663
Inteligencia artificial
Redes neuronales (Computadores)
006.3 / J33
Neuro-Fuzzy and soft computing: A computational approach to learning and machine intelligence/ Jyh-Shing Roger Jang - New Jersey : Pearson 1997 - 614 páginas :
Introduction to Neuro-fuzzy and soft computing 2.Fuzzy set theory 3.Fuzzy rules and fuzzy reasoning 4.Fuzzy inference systems 5.Least-squares methodsfor system identification 6.Derivative-based optimization 7.Derivative-free optimization 8.Adaptive Networks 9.Supervised learning neural networks 10.Learning from reinforcement 11.Unsupervised learning and other neural networks 12.ANFIS:Adaptive neuro-fuzzy inference systems 13.CoactiveNeuro-fuzzy modeling: Towards generalized ANFIS 14.Classification and regression trees 15.Data clustering algorithms 16.Rulebase structure identification 17.Neuro-fuzzy control I 18.Neuro-fuzzy contol II 19.ANFIS Applications 20.Fuzzy-filtered neural networks 21.Fuzzy sets and genetic algorithms in game playing 22.Soft computing for color recipe prediction
0132610663
Inteligencia artificial
Redes neuronales (Computadores)
006.3 / J33
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