区间值模糊集的凸性与水平集

Convexity and level sets for interval-valued fuzzy sets

Fuzzy Optimization and Decision Making · 2022
被引 14
ABS 3

中文导读

将凸性概念扩展到区间值模糊集,研究其性质、交运算下的保持性及截集性质,并应用于决策问题。

Abstract

Abstract Convexity is a deeply studied concept since it is very useful in many fields of mathematics, like optimization. When we deal with imprecision, the convexity is required as well and some important applications can be found fuzzy optimization, in particular convexity of fuzzy sets. In this paper we have extended the notion of convexity for interval-valued fuzzy sets in order to be able to cover some wider area of imprecision. We show some of its interesting properties, and study the preservation under the intersection and the cutworthy property. Finally, we applied convexity to decision-making problems.

模糊逻辑数学优化决策理论人工智能