Defuzzification Sample Clauses

Defuzzification. Finally, the defuzzification process converts the fuzz y outputs from the rule evaluation step into crisp syste m outputs. There are several possible methods o f performing the defuzzification. A commo n defuzzification method, especially for control purposes, is the center of gravity (COG) or centroid defuzzification method.There are also a lot o f other popula r defuzzification methods like the mean of maximu m (MOM), maximum left (M L) or maximum right (MR ) defuzzification. The fuzzy outputs obtained in the inference an d composition step are used to truncate the corresponding output membership function by the appropiate trut h values as shown in fig ure 50. Then, the center of gravity of the resu lting fuzzy set is found by finding the balance point of th e resulting membership function and only the value along the heating axis, which is a result of th e projection of the center of gravity to the heating axis, is used as the crisp output (shown in figure 50 with a n arrow). off med. high 0 0% COG 100% heating
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