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Heuristic Structure Synthesis in a Class of Systems Using a Fuzzy Automaton

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2 Author(s)

A heuristic synthesis method for a class of systems using a fuzzy automaton is proposed. The transition of system structure is represented by fuzzy relations, and the interconnection among subsystems, i.e., system structure, is determined by a heuristic policy. A computational algorithm is given on the basis of a simple learning system so as to realize the proposed method. Further, in order to avoid an ill-posed solution, a necessary condition is given with respect to the fuzzy transition matrix and the initial condition of system. A few examples are given to show how the proposed method works.

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Systems, Man and Cybernetics, IEEE Transactions on  (Volume:9 ,  Issue: 2 )