| Fuzzy Logic and Expert Systems Applications: Volume 6 Contributor(s): Leondes, Cornelius T. (Author) |
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ISBN: 0124438660 ISBN-13: 9780124438668 Publisher: Academic Press OUR PRICE: $158.40 Product Type: Hardcover - Other Formats Published: December 1997 Annotation: This volume covers the integration of fuzzy logic and expert systems. A vital resource in the field, it includes techniques for applying fuzzy systems to neural networks for modeling and control, systematic design procedures for realizing fuzzy neural systems, techniques for the design of rule-based expert systems using the massively parallel processing capabilities of neural networks, the transformation of neural systems into rule-based expert systems, the characteristics and relative merits of integrating fuzzy sets, neural networks, genetic algorithms, and rough sets, and applications to system identification and control as well as nonparametric, nonlinear estimation. Practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as well as computer scientists and engineers will appreciate this reference source to diverse application methodologies. Key Features * Fuzzy system techniques applied to neural networks for modeling and control * Systematic design procedures for realizing fuzzy neural systems * Techniques for the design of rule-based expert systems * Characteristics and relative merits of integrating fuzzy sets, neural networks, genetic algorithms, and rough sets * System identification and control * Nonparametric, nonlinear estimation Practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as well as computer scientists and engineers will find this volume a unique and comprehensive reference to these diverse application methodologies |
| Additional Information |
| BISAC Categories: - Computers | Neural Networks - Computers | Expert Systems - Computers | Networking - General |
| Dewey: 006.33 |
| LCCN: 97-80441 |
| Series: Neural Network Systems Techniques and Applications |
| Physical Information: 1" H x 6.25" W x 9.29" (1.70 lbs) 416 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This volume covers the integration of fuzzy logic and expert systems. A vital resource in the field, it includes techniques for applying fuzzy systems to neural networks for modeling and control, systematic design procedures for realizing fuzzy neural systems, techniques for the design of rule-based expert systems using the massively parallel processing capabilities of neural networks, the transformation of neural systems into rule-based expert systems, the characteristics and relative merits of integrating fuzzy sets, neural networks, genetic algorithms, and rough sets, and applications to system identification and control as well as nonparametric, nonlinear estimation. Practitioners, researchers, and students in industrial, manufacturing, electrical, and mechanical engineering, as well as computer scientists and engineers will appreciate this reference source to diverse application methodologies. |