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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.
This book investigates the synergistic integration of three powerful computational paradigms: neural networks, fuzzy sets, and genetic algorithms, to tackle complex system design challenges. The author, L. C. Jain, presents specific projects demonstrating how these fusion techniques can offset the limitations of individual methods by leveraging their complementary strengths. The work explores the design of novel fuzzy-neural controllers and applies expert systems, neural networks, fuzzy control, and evolutionary computing to modern engineering problems, comprehensively showcasing the advantages of these integrated approaches in industrial applications.
The book is presented as a technical resource for engineers and researchers interested in advanced computational methods. Its focus on practical project applications suggests it aims to provide concrete examples of how hybrid intelligent systems can be implemented. The subject matter indicates a dense, specialist text likely appealing to those with a background in computer science, artificial intelligence, or control engineering.
Page Count:
354
Publication Date:
1999-01-01
ISBN-10:
0849398045
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