摘要
In this study, a fast and steady defuzzification method (the limited embedded sets algorithm) for general type-2 fuzzy sets is introduced. Depending on the generalized centroid of general type-2 fuzzy sets and the reduction of the encountered embedded fuzzy sets, this algorithm develops fast (save more than 60% time than the geometric method) and steadily (the deviation is 0 with several runs). To show the performance, experimental studies are reported based on two kinds of general type-2 fuzzy sets-the triangular primary and triangular secondary fuzzy set (symmetric) and the parabolic primary and triangular secondary fuzzy set (asymmetric).
| 源语言 | 英语 |
|---|---|
| 出版状态 | 已出版 - 2017 |
| 活动 | 5th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2017 - Beijing, 中国 期限: 2 11月 2017 → 5 11月 2017 |
会议
| 会议 | 5th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2017 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Beijing |
| 时期 | 2/11/17 → 5/11/17 |