کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
378998 | 659249 | 2011 | 17 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: The incremental method for fast computing the rough fuzzy approximations The incremental method for fast computing the rough fuzzy approximations](/preview/png/378998.png)
The lower and upper approximations are basic concepts in rough fuzzy set theory. The effective computation of approximations is very important for improving the performance of related algorithms. This paper proposed and proved two incremental methods for fast computing the rough fuzzy approximations, one starts from the boundary set, the other is based on the cut sets of a fuzzy set. Then some illustrative examples are conducted. Consequently, two algorithms corresponding to the two incremental methods are put forward respectively. In order to test the efficiency of algorithms, some experiments are made on a large soybean data set from UCI. The experimental results show that the two incremental methods effectively reduce the computing time in comparison with the traditional non-incremental method [1].
Journal: Data & Knowledge Engineering - Volume 70, Issue 1, January 2011, Pages 84–100