کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
392993 665216 2013 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Weighted fuzzy interpolative reasoning systems based on interval type-2 fuzzy sets
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Weighted fuzzy interpolative reasoning systems based on interval type-2 fuzzy sets
چکیده انگلیسی

In this paper, we present a weighted fuzzy interpolative reasoning method for sparse fuzzy rule-based systems based on interval type-2 fuzzy sets. We also apply the proposed weighted fuzzy interpolative reasoning method to deal with the truck backer-upper control problem. The proposed method satisfies the seven evaluation indices for fuzzy interpolative reasoning. The experimental results show that the proposed method outperforms the existing methods. It provides us with a useful way for dealing with fuzzy interpolative reasoning in sparse fuzzy rule-based systems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 248, 1 November 2013, Pages 15–30
نویسندگان
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