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

Geyer-Schulz, Andreas

ISBN 10: 379080830X / ISBN 13: 9783790808308

Published by Physica, 1995

About this Item

Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher.

Seller Inventory # 41818555/202

Bibliographic Details

• Title: Fuzzy Rule-Based Expert Systems and Genetic Machine Learning (Studies in Fuzziness and Soft Computing, 3)
• Publisher: Physica
• Publication Date: 1995
• Language: English
• ISBN 10: 379080830X
• ISBN 13: 9783790808308
• Binding: Hardcover
• Condition: Sehr gut

About this title

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.