کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10323825 661371 2005 18 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A recursive rule base adjustment algorithm for a fuzzy logic controller
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A recursive rule base adjustment algorithm for a fuzzy logic controller
چکیده انگلیسی
This paper introduces a recursive rule base adjustment to enhance the performance of fuzzy logic controllers. Here the fuzzy controller is constructed on the basis of a decision table (DT), relying on membership functions and fuzzy rules that incorporate heuristic knowledge and operator experience. If the controller performance is not satisfactory, it has previously been suggested that the rule base be altered by combined tuning of membership functions and controller scaling factors. The alternative approach proposed here entails alteration of the fuzzy rule base. The recursive rule base adjustment algorithm proposed in this paper has the benefit that it is computationally more efficient for the generation of a DT, and advantage for online realization. Simulation results are presented to support this thesis.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 156, Issue 2, 1 December 2005, Pages 267-284
نویسندگان
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