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

J. Kacprzyk,Andreas Geyer-Schulz,A. Geyer-Schulz

ISBN 10: 3790809640 / ISBN 13: 9783790809640

Editore: Physica-Verlag, 1996

Riguardo questo articolo

Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!

Codice articolo S_371808271

Dati bibliografici

• Titolo: Fuzzy Rule-Based Expert Systems and Genetic Machine Learning (Studies in Fuzziness and Soft Computing)
• Editore: Physica-Verlag
• Data di pubblicazione: 1996
• Lingua: Inglese
• ISBN 10: 3790809640
• ISBN 13: 9783790809640
• Rilegatura: hardcover
• Edizione: seconda edizione
• Condizione: Good

Descrizione articolo

Riassunto

This book integrates fuzzy rule-languages with genetic algorithms, genetic programming, and classifier systems with the goal of obtaining fuzzy rule-based expert systems with learning capabilities. The main topics are first introduced by solving small problems, then a prototype implementation of the algorithm is explained, and last but not least the theoretical foundations are given.
The second edition takes into account the rapid progress in the application of fuzzy genetic algorithms with a survey of recent developments in the field. The chapter on genetic programming has been revised. An exact uniform initialization algorithm replaces the heuristic presented in the first edition. A new method of abstraction, compound derivations, is introduced.

Contenuti

Contents: Fuzzy Rule-Based Expert Systems: Fuzzy Technologies.- Introduction to Fuzzy Sets.- Natural Language Computation.- A Little but Extendible Language.- Hybrid Reasoning.- A Fuzzy Backtrack Algorithm.- Fuzzy Classifier Systems: Genetic Algorithms.- The Genetic Machinery over Context-Free Languages.- Fuzzy Classifier Systems.- The Monte Carlo Selection Rule.- The Search Space Size of Fuzzy Classifier Systems.