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Fuzzy Neural Intelligent Systems: Mathematical Foundation and the Application in Engineering

Fuzzy Neural Intelligent Systems: Mathematical Foundation and the Application in Engineering

di Hongxing Li, C. L. Philip Chen, Han-Pang Huang


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Descrizione

Although fuzzy systems and neural networks stand central to the field of soft computing, most research work has focused on the development of the theories, algorithms, and designs of systems for specific applications. There has been little theoretical support for fuzzy neural systems, especially their mathematical foundations. Fuzzy Neural Intelligent Systems fills this gap. It develops a mathematical basis for fuzzy neural networks, offers a better way of combining fuzzy logic systems with neural networks, and explores some of their engineering applications. The authors give a systematic, comprehensive treatment of the relevant concepts and important applications.

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