Fuzzy Systems (eBook, PDF)
Modeling and Control
Redaktion: Hung T. Nguyen; Sugeno, Michio
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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 field where many applications, especially industrial ones, have made fuzzy logic famous. This unique handbook is devoted to an extensive, organized, and up-to-date presentation of fuzzy systems engineering methods. The book includes detailed material and extensive bibliographies, written by leading experts in the field, on topics such as: Use of fuzzy logic in various control systems. Fuzzy rule-based modeling and its universal appro...
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 field where many applications, especially industrial ones, have made fuzzy logic famous. This unique handbook is devoted to an extensive, organized, and up-to-date presentation of fuzzy systems engineering methods. The book includes detailed material and extensive bibliographies, written by leading experts in the field, on topics such as:
- Use of fuzzy logic in various control systems.
- Fuzzy rule-based modeling and its universal approximation properties.
- Learning and tuning techniques for fuzzy models, using neural networks and genetic algorithms.
- Fuzzy control methods, including issues such as stability analysis and design techniques, as well as the relationship with traditional linear control.
- Fuzzy sets relation to the study of chaotic systems, and the fuzzy extension of set-valued approaches to systems modeling through the use of differential inclusions.
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