Determining fuzzy membership functions with tabu search – an application to control. (English) Zbl 1023.93504
Summary: This paper presents a new approach for the optimum determination of membership functions for a fuzzy logic controller based on the use of tabu search algorithm. To demonstrate the efficiency of the suggested approach, a specific control problem—operation of spillway gates of reservoirs during floods is selected. Simulation results showed that the proposed approach could be employed as a simple and effective optimization method for achieving optimum determination of membership functions.
MSC:
| 93C42 | Fuzzy control/observation systems |
References:
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