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Fuzzy Logic and Control: Software and Hardware Applications, Volume 2 by Timothy J. Ross - University of New Mexico, Nader Vadiee, Mohammad Jamshidi

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4 Fuzzy Rule-Based Expert Systems I

Nader Vadiee University of New Mexico

This chapter originally appeared in the journal Intelligent and Fuzzy Systems: Applications in Engineering and Technology, March 1993. Used here by permission.

The general problems of system identification and control system design are formulated and the concept of control or decision surface is described. It is shown that a collection of fuzzy conditional restrictive rules could be used to model complex or ill-defined processes (fuzzy systems), and some simple canonical formats for the production rule-sets are given. It is shown that a system of fuzzy relational equations could be obtained from a set of IF-THEN production rules. A fuzzy system transfer relation based ...

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