| Description |
xxiv, 560 pages : illustrations ; 24 cm |
| Contents |
Pt. I. Fuzzy logic and fuzzy control -- Ch. 1. Introduction to intelligent systems and soft computing -- Ch. 2. Fundamentals of fuzzy logic systems -- Ch. 3. Fuzzy logic control -- Pt. II. Connectionist modeling and neural networks -- Ch. 4. Fundamentals of artificial neural networks -- Ch. 5. Major classes of neural networks -- Ch. 6. Dynamic neural networks and their applications to control and chaos prediction -- Ch. 7. Neuro-fuzzy systems -- Pt. III. Evolutionary and soft computing -- Ch. 8. Evolutionary computing -- Pt. IV. Applications and case studies -- Ch. 9. Soft computing for smart machine design -- Ch. 10. Tools of soft computing in real-world applications -- Case study 1. Expert parameter tuning of DC motor controller -- Case study 2. Stabilizing control of a high-order power system by neural adaptive feedback linearization -- Case study 3. Soft computing tools for solving a class of facilities layout planning problem |
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Case study 4. Mobile position estimation using an RBF network in CDMA cellular systems -- Case study 5. Learning-based resource optimization in ATM networks |
| Summary |
"If you are studying soft computing, intelligent machines or intelligent control then this book will give you the theory you need together with a vast array of examples and practical material, providing you with a thorough grounding in this exciting field. Practising professionals will find the introductory material, application oriented techniques and case studies especially helpful." "Theory meets practice through numerous examples and solved real world problems. Comprehensive case studies demonstrate a vade range of applications across science and engineering." "Extensive coverage of intelligent systems design including intelligent control and time series prediction."--BOOK JACKET |
| Notes |
Formerly CIP. Uk |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Soft computing.
|
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Expert systems (Computer science)
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| Author |
De Silva, Clarence W.
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| LC no. |
2003063628 |
| ISBN |
0321116178 paperback |
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