DocumentCode
3585515
Title
A New Evaluation Method for Single Scheme Based on Incomplete Triangular Fuzzy Numbers Judgment Matrix
Author
Qianfang Xiang ; Wei Li ; Lei Wang
Author_Institution
Res. Inst. of Electron. Sci. & Technol., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Volume
2
fYear
2014
Firstpage
404
Lastpage
407
Abstract
Expert´s preference information is in the form of incomplete triangular fuzzy numbers judgment matrix (ITFNJM) in the problem of simulation credibility evaluation, a new method of index aggregation focused on the evaluation for single scheme is investigated in this paper. First, the uncertainty degree and Hausdorff distance of triangular fuzzy number (TFN) are defined. Then, the expert´s objective weight which is calculated based on the incomplete triangular fuzzy number judgment matrix and the subjective weight are aggregated into an expert´s synthesis weight (ESW) based on convex combination. Next, a least square decision model (LSDM) is established with the expert´s synthesis weight (ESW) to determine the index weight, and a method for index aggregation with incomplete triangular fuzzy number judgment matrix is further proposed. Finally a numerical example is illustrated to validate the reasonableness and effectiveness of the proposed method.
Keywords
fuzzy set theory; least squares approximations; matrix algebra; simulation; ESW; Hausdorff distance; ITFNJM; LSDM; TFN; convex combination; expert objective weight; expert preference information; expert synthesis weight; incomplete triangular fuzzy number judgment matrix; index aggregation; index weight; least square decision model; simulation credibility evaluation; single scheme evaluation method; subjective weight; uncertainty degree; Data models; Data processing; Decision making; Indexes; Radar tracking; Uncertainty; Convex Combinatio; Incomplete Triangular Fuzzy Numbers Judgment Matrix; Index Aggregation; Least Square Decision Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Design (ISCID), 2014 Seventh International Symposium on
Print_ISBN
978-1-4799-7004-9
Type
conf
DOI
10.1109/ISCID.2014.146
Filename
7082017
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