Ebook: Fusion of Neural Networks, Fuzzy Sets, and Genetic Algorithms: Industrial Applications
Author: Lakhmi C. Jain N.M. Martin
- Genre: Computers // Cybernetics: Artificial Intelligence
- Tags: Информатика и вычислительная техника, Искусственный интеллект, Нейронные сети
- Series: International Series on Computational Intelligence
- Year: 1998
- Publisher: CRC Press
- Edition: 1
- Language: English
- pdf
Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms integrates neural networks, fuzzy systems, and evolutionary computing in system design that enables its readers to handle complexity - offsetting the demerits of one paradigm by the merits of another. This book presents specific projects where fusion techniques have been applied. The chapters start with the design of a new fuzzy-neural controller. Remaining chapters discuss the application of expert systems, neural networks, fuzzy control, and evolutionary computing techniques in modern engineering systems. Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms covers the spectrum of applications - comprehensively demonstrating the advantages of fusion techniques in industrial applications.
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