基于距离测度的语言犹豫模糊集多准则决策方法

Multi-criteria decision-making approaches based on distance measures for linguistic hesitant fuzzy sets

Journal of the Operational Research Society · 2018
被引 84 · 同刊同年前 4%
ABS 3

中文导读

针对语言犹豫模糊信息的多准则决策问题,提出了基于广义、汉明和欧几里得距离测度的TOPSIS、VIKOR和TODIM方法,并通过实例验证了可行性。

Abstract

Linguistic hesitant fuzzy sets (LHFSs), which can be used to both represent decision-makers’ qualitative preferences and reflect their hesitancy and inconsistency, have attracted much attention due to their flexibility and efficiency. In this paper, some distance-based approaches for resolving multi-criteria decision-making (MCDM) problems with linguistic hesitant fuzzy information are introduced. To begin, a new order relationship between LHFSs, based on the defined LHFSs, is presented. Then, distance measures for LHFSs are proposed, which include the generalised, Hamming, and Euclidean distance measures. Additionally, some approaches for handling MCDM problems with linguistic hesitant fuzzy information are proposed, which are based on the TOPSIS, VIKOR, and TODIM methods, as well as the proposed distance measures. Finally, an illustrative example is provided to show the feasibility and usability of the methods, which are then compared with the existing method.

多准则决策语言犹豫模糊集距离测度TOPSIS方法