Genetic Fuzzy Systems Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases is popular PDF and ePub book, written by Oscar Cordon in 2001-07-13, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Genetic Fuzzy Systems Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases can be Read Online from any device for your convenience.
Genetic Fuzzy Systems Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases Book PDF Summary
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.
Detail Book of Genetic Fuzzy Systems Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases PDF
- Author : Oscar Cordon
- Release : 13 July 2001
- Publisher : World Scientific
- ISBN : 9789814494458
- Genre : Computers
- Total Page : 489 pages
- Language : English
- PDF File Size : 8,6 Mb
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