Items related to Fuzzy Rule-Based Expert Systems and Genetic Machine...

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

Andreas Geyer-Schulz

 
9783790808308: Fuzzy Rule-Based Expert Systems and Genetic Machine Learning (Studies in Fuzziness, Vol 3)
Hardcover
ISBN 10: 379080830X ISBN 13: 9783790808308
Publisher: Springer-Verlag, 1995

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.

"synopsis" may belong to another edition of this title.

Publisher
Springer-Verlag
Publication date
1995
Language
English
ISBN 10 
379080830X
ISBN 13 
9783790808308
Binding
Hardcover
Number of pages
431