Non-Fiction Books:

Fuzzy Modelling

Paradigms and Practice

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Fuzzy Modelling
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Description

This work provides a compendium of fuzzy models, identification algorithms and applications. Chapters have been written by leading scholars and researchers in their respective subject areas, and include both theoretical material and applications. The objective of this book is to provide researchers and practitioners involved in the development of models for complex systems with an understanding of fuzzy modelling, and an appreciation of what makes these models unique. The chapters are organized into three major parts covering relational models, fuzzy neural networks and rule-based models. The material on relational models includes theory along with a large number of implemented case studies, including some on speech recognition, prediction, and ecological systems. The part on fuzzy neural networks covers some fundamentals, such as neurocomputing, fuzzy neurocomputing, and so forth, identifies the nature of the relationship that exists between fuzzy systems and neural networks, and includes extensive coverage of their architectures. The last part addresses the main design principles governing the development of rule-based models. The book provides specific fuzzy modelling paradigms, algorithms and tools used in systems modelling. Also included are case studies from various computer, engineering and science disciplines. This should be a primary reference work for researchers and practitioners developing models of complex systems.
Release date Australia
February 29th, 1996
Contributor
Edited by Witold Pedrycz
Country of Publication
Netherlands
Edition
1996 ed.
Illustrations
XX, 394 p.
Imprint
Springer
Pages
394
Dimensions
156x234x23
ISBN-13
9780792397038
Product ID
3954070

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