Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases

Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases
Author :
Publisher : World Scientific
Total Pages : 489
Release :
ISBN-10 : 9789814494458
ISBN-13 : 9814494453
Rating : 4/5 (453 Downloads)

Book Synopsis Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases by : Oscar Cordon

Download or read book Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases written by Oscar Cordon and published by World Scientific. This book was released on 2001-07-13 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, a great number of publications have explored the use of genetic algorithms as a tool for designing fuzzy systems. Genetic Fuzzy Systems explores and discusses this symbiosis of evolutionary computation and fuzzy logic. The book summarizes and analyzes the novel field of genetic fuzzy systems, paying special attention to genetic algorithms that adapt and learn the knowledge base of a fuzzy-rule-based system. It introduces the general concepts, foundations and design principles of genetic fuzzy systems and covers the topic of genetic tuning of fuzzy systems. It also introduces the three fundamental approaches to genetic learning processes in fuzzy systems: the Michigan, Pittsburgh and Iterative-learning methods. Finally, it explores hybrid genetic fuzzy systems such as genetic fuzzy clustering or genetic neuro-fuzzy systems and describes a number of applications from different areas.Genetic Fuzzy System represents a comprehensive treatise on the design of the fuzzy-rule-based systems using genetic algorithms, both from a theoretical and a practical perspective. It is a valuable compendium for scientists and engineers concerned with research and applications in the domain of fuzzy systems and genetic algorithms.


Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases Related Books

Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases
Language: en
Pages: 489
Authors: Oscar Cordon
Categories: Computers
Type: BOOK - Published: 2001-07-13 - Publisher: World Scientific

GET EBOOK

In recent years, a great number of publications have explored the use of genetic algorithms as a tool for designing fuzzy systems. Genetic Fuzzy Systems explore
Genetic Algorithms and Fuzzy Logic Systems
Language: en
Pages: 254
Authors: Elie Sanchez
Categories: Computers
Type: BOOK - Published: 1997 - Publisher: World Scientific

GET EBOOK

Ever since fuzzy logic was introduced by Lotfi Zadeh in the mid-sixties and genetic algorithms by John Holland in the early seventies, these two fields widely b
Advanced Fuzzy Systems Design and Applications
Language: en
Pages: 276
Authors: Yaochu Jin
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Physica

GET EBOOK

Fuzzy rule systems have found a wide range of applications in many fields of science and technology. Traditionally, fuzzy rules are generated from human expert
Fuzzy Modelling
Language: en
Pages: 399
Authors: Witold Pedrycz
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

Fuzzy Modelling: Paradigms and Practice provides an up-to-date and authoritative compendium of fuzzy models, identification algorithms and applications. Chapter
Fuzzy Systems
Language: en
Pages: 532
Authors: Hung T. Nguyen
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

The analysis and control of complex systems have been the main motivation for the emergence of fuzzy set theory since its inception. It is also a major research