Type-1 and Interval Type-2 Fuzzy Systems

被引：11
|
作者：
Wu, Dongrui [1 ]
Peng, Ruimin [1 ]
Mendel, Jerry M. M. [2 ]
机构：
[1] Huazhong Univ Sci & Technol, Wuhan, Peoples R China
[2] Univ Southern Calif, Los Angeles, CA USA
来源：
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE | 2023年 / 18卷 / 01期
基金：
中国国家自然科学基金;
关键词：
Fuzzy sets; Uncertainty; Linguistics; Fuzzy systems;
D O I：
10.1109/MCI.2022.3223496
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Fuzzy sets are suitable for modeling human linguistic uncertainties, and the resulting fuzzy systems can then be used to perform inferences based on a linguistic rulebase. They have been successfully used in numerous applications, particularly controls. This short paper introduces the basics of type-1 and interval type-2 fuzzy sets and systems, particularly for newcomers. The online full paper at IEEE Xplore provides detailed examples for better understanding, and interactive components for a hands-on exploration.
引用
收藏
页码：81 / 83
页数：3
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