Fuzzy Rule-Based Expert Systems and Genetic Machine Learning (Studies in Fuzziness, Vol 3)

Andreas Geyer-Schulz

ISBN 10: 379080830X / ISBN 13: 9783790808308

Published by Springer-Verlag, 1995

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Seller Inventory # ERICA829379080830X3

Bibliographic Details

• Title: Fuzzy Rule-Based Expert Systems and Genetic Machine Learning (Studies in Fuzziness, Vol 3)
• Publisher: Springer-Verlag
• Publication Date: 1995
• Language: English
• ISBN 10: 379080830X
• ISBN 13: 9783790808308
• Binding: hardcover
• Condition: Very Good
• Book Type: book

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Synopsis

This book integrates fuzzy rule-languages with genetic algorithms and classifier systems with the goal of obtaining fuzzy rule-based expert systems with learning capabilities. The first part shows, how the expressiveness of fuzzy rule-languages can be extended beyond fuzzy control. For the syntax context-free languages are used, for the semantic a type system and an object-oriented system. Several applications of these new fuzzy rule-languages to qualitative models from various fields of business administration and management science are shown. The second part presents a new approach to the integration of fuzzy rule-languages with genetic algorithms. For this purpose a new class of genetic algorithms over context-free languages is developed and analyzed.