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
Link To Document :
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