Fuzzy logic, neural networks, and evolutionary computation : IEEE/Nagoya-University World Wisepersons Workshop, Nagoya, Japan, November 14-15, 1995 : selected papers

Takeshi Furuhashi, Yoshiki Uchikawa, (eds.)

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.

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[目次]

  • 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.

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この本の情報

書名 Fuzzy logic, neural networks, and evolutionary computation : IEEE/Nagoya-University World Wisepersons Workshop, Nagoya, Japan, November 14-15, 1995 : selected papers
著作者等 IEEE/Nagoya-University World Wisepersons Workshop
内川 嘉樹
古橋 武
Uchikawa Y.
Furuhashi T.
シリーズ名 Lecture notes in computer science
出版元 Springer-Verlag
刊行年月 c1996
ページ数 viii, 243 p.
大きさ 24 cm
ISBN 3540619887
NCID BA28982301
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言語 英語
出版国 ドイツ
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