کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
383406 | 660820 | 2012 | 9 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the slopes of fuzzy sets Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the slopes of fuzzy sets](/preview/png/383406.png)
In this paper, we present a new fuzzy interpolative reasoning method for sparse fuzzy rule-based systems based on the slopes of fuzzy sets. The proposed method can deal with fuzzy rules interpolation involving complex polygonal fuzzy sets with the advantages of simplest calculation and get more reasonable fuzzy interpolative reasoning results. We also make some experiments to compare the fuzzy interpolative reasoning results of the proposed method with the ones of the existing methods. The experimental results show that the proposed method outperforms the existing fuzzy interpolative reasoning methods for sparse fuzzy rule-based systems.
► We present a new fuzzy interpolative reasoning method based on the slopes of fuzzy sets.
► We also compare the experimental results of the proposed method with the existing methods.
► The experimental results show that the proposed method outperforms the existing methods.
Journal: Expert Systems with Applications - Volume 39, Issue 15, 1 November 2012, Pages 11961–11969