Format:
Online-Ressource (VIII, 243 S.)
Edition:
Online-Ausg. Berlin [u.a.] Springer 2006 Springer Lecture Notes Archive
ISBN:
9783540495819
Series Statement:
Lecture notes in computer science 1152
Content:
The design of hybrid fuzzy/evolutionary multiobjective optimization algorithms -- Structure identification of acquired knowledge in fuzzy inference by genetic algorithms -- A fuzzy classifier system that generates linguistic rules for pattern classification problems -- Numerical coding and unfair average crossover in GA for fuzzy rule extraction in dynamic environments -- Acquisition of fuzzy rules from DNA coding method -- Experimental study on acquisition of optimal action for autonomous mobile robot to avoid moving multiobstacles -- New approaches on structure identification of fuzzy models: Case study in an electro-mechanical system -- A generic fuzzy neuron and its application to motion estimation -- Fizzy-Fuzzy inferencing -- Multi-layer perceptron design using Delaunay triangulations -- A genetic algorithm for planning coal purchase of a real electric power plant -- “CAM-Brain? ATR's billion neuron artificial brain project a three year progress report.
Content:
This book includes a selection of twelve carefully revised papers chosen from the papers accepted for presentation at the 4th IEEE/Nagoya-University World Wisepersons Workshop held in Nagoya in November 1995. The combining of the technologies of fuzzy logic, neural networks, and evolutionary computation is expected to open up a new paradigm of machine learning for the realization of human-like information generating systems. The excellent papers presented are organized in sections on fuzzy and evolutionary computation, fuzzy and learning automata, fuzzy and neural networks, genetic algorithms, and CAM-brain.
Note:
Literaturangaben
Additional Edition:
ISBN 3540619887
Additional Edition:
ISBN 9783540619888
Additional Edition:
Erscheint auch als Druck-Ausgabe Fuzzy logic, neural networks and evolutionary computation Berlin : Springer, 1996 ISBN 3540619887
Language:
English
Subjects:
Computer Science
Keywords:
Evolutionärer Algorithmus
;
Neuronales Netz
;
Fuzzy-Logik
;
Evolutionäre Programmierung
;
Konferenzschrift
DOI:
10.1007/3-540-61988-7
URL:
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