A systematic approach to a self-generating fuzzy rule-table for function approximation
نویسندگان
چکیده
منابع مشابه
A systematic approach to a self-generating fuzzy rule-table for function approximation
In this paper, a systematic design is proposed to determine fuzzy system structure and learning its parameters, from a set of given training examples. In particular, two fundamental problems concerning fuzzy system modeling are addressed: 1) fuzzy rule parameter optimization and 2) the identification of system structure (i.e., the number of membership functions and fuzzy rules). A four-step app...
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ژورنال
عنوان ژورنال: IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics)
سال: 2000
ISSN: 1083-4419
DOI: 10.1109/3477.846232