Fuzzy And Neural Approaches in Engineering

Lefteri H. Tsoukalas (Author), Robert E. Uhrig (Author), Lotfi A. Zadeh (Foreword by)

9780471160038, Wiley

Hardback, published 17 February 1997

608 pages
24 x 16 x 3.7 cm, 0.989 kg

Die ingenieurtechnische Anwendung von Fuzzy Logic und neuronalen Netzen hat in letzter Zeit immer mehr an Bedeutung gewonnen. Dieses Handbuch enthält auf MATLAB basierende ergänzende Programme zu diesen Themen. Die beiliegende Diskette mit zugehörigen Programmtexten rundet das Werk ab.

Aus dem Inhalt:
Introduction to Hybrid AI Systems

Foundations of Fuzzy Approaches

Fuzzy Relations

Fuzzy Numbers

Linguistic Descriptions and Their Analytical Forms

Fuzzy Control

Fundamentals of Neural Networks

Backpropagation and Related Training Algorithms

Competitive, Associative and Other Special Neural Networks

Dynamic Systems and Neural Control

Practical Aspects of Using Neural Networks

Neural Networks in Fuzzy Systems

Fuzzy Methods in Neural Networks

General Hybrid Neurofuzzy Applications

Dynamic Hybrid Neurofuzzy Applications

Role of Expert Systems in Fuzzy Neural Systems

Genetic Algorithms

Future Trends in Soft Computing

Subject Areas: Electronics & communications engineering [TJ]