The interactive fuzzy linguistic term set and its application in multi-attribute decision making

Dan Peng; Jie Wang; Donghai Liu; Yu Cheng

doi:10.1016/j.artmed.2022.102345

The interactive fuzzy linguistic term set and its application in multi-attribute decision making

Artif Intell Med. 2022 Sep:131:102345. doi: 10.1016/j.artmed.2022.102345. Epub 2022 Jul 8.

Authors

Dan Peng¹, Jie Wang², Donghai Liu², Yu Cheng²

Affiliations

¹ Department of Mathematics, Hunan University of Science and Technology, Xiangtan, Hunan 411201, PR China. Electronic address: danpengdanpeng@126.com.
² Department of Mathematics, Hunan University of Science and Technology, Xiangtan, Hunan 411201, PR China.

PMID: 36100338
DOI: 10.1016/j.artmed.2022.102345

Abstract

In multi-attribute decision making problems, some decision information interact with each other. The paper proposes an interactive fuzzy linguistic term set to describe the interactive information in multi-attribute decision making problems. The properties of the interactive fuzzy linguistic term set and its advantages of improving the consistency of decision information are discussed, which are also interpreted from the geometric point of view. Meanwhile, some numerical examples are given to illustrate its application in dealing with the interactive information in multi-attribute decision making problems, which can improve the effectiveness of the decision results and promote the development of artificial intelligence.

Keywords: Decision information; Fuzzy set; Interactive fuzzy linguistic term set; Interactive information; Multiple attribute.

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Artificial Intelligence*
Decision Making*
Linguistics