Title :
A Method to Solve Group Decision-Making Problem with Multi-granularity Linguistic Assessment Information
Author :
Liu, Yang ; Fan, Zhi-ping
Author_Institution :
Northeastern Univ., Shenyang
Abstract :
The purpose of this paper is to study group decision-making problem with multi-granularity linguistic assessment information. Presently, decision-making methods based on linguistic assessment information are massed in single-granularity linguistic assessment information. Owing to the different cultural and educational backgrounds of experts, multi-granularity linguistic assessment information is provided by different experts, methods for group decision-making with single-granularity linguistic assessment information are inadequate in real-life situation. In this paper the rating of each alternative and the weight of each criterion are described by multi-granularity linguistic assessment information which can expressed in triangular fuzzy numbers. According to the distance of two triangular fuzzy number matrixes, a closeness coefficient is defined to determine the ranking orders of all alternatives by calculating the distances to both the positive-ideal matrix and the negative-ideal matrix simultaneously. Finally, an example is shown to highlight the procedure of the proposed method at the end of this paper.
Keywords :
computational linguistics; decision making; fuzzy systems; group decision-making problem; multi-ranularity linguistic assessment information; multigranularity linguistic assessment information; negative-ideal matrix; positive-ideal matrix; riangular fuzzy number matrixes; single-granularity linguistic assessment information; Aggregates; Cultural differences; Decision making; Fuzzy sets; Systems engineering and theory;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.60