Soft Computing in Systems and Control Technology - Couverture rigide

Tzafestas, Spyros

Couverture rigide

ISBN 10 : 9810233817 ISBN 13 : 9789810233815

Editeur : World Scientific Publishing Co Pte Ltd, 1999

Synopsis

Soft computing is a branch of computing which, unlike hard computing, can deal with uncertain, imprecise and inexact data. The three constituents of soft computing are fuzzy-logic-based computing, neurocomputing, and genetic algorithms. Fuzzy logic contributes the capability of approximate reasoning, neurocomputing offers function approximation and learning capabilities, and genetic algorithms provide a methodology for systematic random search and optimization. These three capabilities are combined in a complementary and synergetic fashion.This book presents a cohesive set of contributions dealing with important issues and applications of soft computing in systems and control technology. The contributions include state-of-the-art material, mathematical developments, fresh results, and how-to-do issues. Among the problems studied via neural, fuzzy, neurofuzzy and genetic methodologies are: data fusion, reinforcement learning, approximation properties, multichannel imaging, signal processing, system optimization, gaming, and several forms of control.The book can serve as a reference for researchers and practitioners in the field. Readers can find in it a large amount of useful and timely information, and thus save considerable effort in searching for other scattered literature.

Détails de l'édition

• Éditeur: World Scientific Publishing Co Pte Ltd
• Date d'édition: 1999
• Langue: anglais
• ISBN 10: 9810233817
• ISBN 13: 9789810233815
• Reliure: Relié
• Nombre de pages: 508
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible