For a complicated process, it might be difficult for the designer to design a KB manually

For a complicated process, it might be difficult for the designer to design a KB manually, beforehand and in that case, the performances of the GFS may not be up to the mark. To overcome this difficulty, a method for automatic design of the FLC has been proposed. Here, a GA-string carries information of the DB, RB and consequent part of each rule of the FLC. The GA-based tuning of the FLC is done utilizing a pre-defined set of training scenarios. The GA will be able to evolve an optimal FLC through iterations. In this approach, no time is spent on manual design of the FLC and the GA takes the whole responsibility of designing an optimal FLC. Thus, in this approach, the GA faces a more difficult task compared to that it does in Approach 1.


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