The Stratic Defuzzifier for discretised general type-2 fuzzy sets
نویسندگان
چکیده
Abstract Stratification is a feature of the type-reduced set general type-2 fuzzy set, from which new technique for defuzzification, Stratic Defuzzification, may be derived. Existing defuzzification strategies are summarised. The stratified structure described, after Defuzzifier presented and contrasted experimentally accuracy efficiency with both Exhaustive Method Defuzzification (to benchmark accuracy) ? -Planes/Karnik–Mendel Iterative Procedure strategy, employing 5, 11, 21, 51 101 -planes. shown to much faster than Defuzzifier. In fact comparably speedy; speed execution correlates number planes participating in process. excellent. It demonstrated more accurate four six test cases, regardless -planes employed. one case, it less Method, remaining 11 -Planes gives most result, coming second.
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Article history: Received 17 August 2012 Received in revised form 24 April 2013 Accepted 24 April 2013 Available online 7 May 2013
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ژورنال
عنوان ژورنال: Information Sciences
سال: 2021
ISSN: ['0020-0255', '1872-6291']
DOI: https://doi.org/10.1016/j.ins.2020.10.062