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        Implementation of fuzzy inference systems using neural network techniques

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        Author
        Hudgins, Billy E., Jr.
        Date
        1992-03
        Advisor
        Yang, Chyan
        Second Reader
        Butler, Joe T.
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        Abstract
        Fuzzy inherence systems work well in many control applications. One drawback, however, is determining membership functions and inference control rules required to implement the system, which are usually supplied by 'experts'. One alternative is to use a neural network-type architecture to implement the fuzzy inference system, and neural network-type training techniques to 'learn' the control parameters needed by the fuzzy inference system. By using a generalized version of a neural network, the rules of the fuzzy inference system can be learned without the assistance of experts.
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        Approved for public release; distribution is unlimited
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        http://hdl.handle.net/10945/23919
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        • 1. Thesis and Dissertation Collection, all items

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