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Advanced Fuzzy Systems Design and Applications
Yaochu Jin
€ 128.87
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Description for Advanced Fuzzy Systems Design and Applications
Hardcover. Using neural networks and evolutionary algorithms, this book presents a variety of recently developed methods for generating fuzzy rules from data. It considers knowledge incorporation into neural and evolutionary systems and knowledge extraction from data with fuzzy logic. Series: Studies in Fuzziness and Soft Computing. Num Pages: 272 pages, 228 black & white illustrations, 10 black & white tables, biography. BIC Classification: PBWX; UMB; UYQ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 233 x 155 x 17. Weight in Grams: 586.
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 knowledge or human heuristics for relatively simple systems. In the last few years, data-driven fuzzy rule generation has been very active. Compared to heuristic fuzzy rules, fuzzy rules generated from data are able to extract more profound knowledge for more complex systems. This book presents a number of approaches to the generation of fuzzy rules from data, ranging from the direct fuzzy inference based to neural net works and evolutionary algorithms based fuzzy rule generation. ... Read more
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 knowledge or human heuristics for relatively simple systems. In the last few years, data-driven fuzzy rule generation has been very active. Compared to heuristic fuzzy rules, fuzzy rules generated from data are able to extract more profound knowledge for more complex systems. This book presents a number of approaches to the generation of fuzzy rules from data, ranging from the direct fuzzy inference based to neural net works and evolutionary algorithms based fuzzy rule generation. ... Read more
Product Details
Format
Hardback
Publication date
2003
Publisher
Physica
Condition
New
Series
Studies in Fuzziness and Soft Computing
Number of Pages
272
Place of Publication
Heidelberg, Germany
ISBN
9783790815375
SKU
V9783790815375
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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