DocumentCode
724545
Title
Method for uncertain linguistic group decision making based on projection and dominance degree
Author
Han Er-dong ; Guo Peng
Author_Institution
Sch. of Manage., Northwestern Polytech. Univ., Xi´an, China
fYear
2015
fDate
23-25 May 2015
Firstpage
5297
Lastpage
5302
Abstract
In order to solve multiple attribute group decision making problems with multi-granularity uncertain linguistic assessment information, where the information of attribute weights are incomplete, a group decision making method based on projection and dominance degree is proposed. Firstly, the uncertain linguistic evaluation matrices with multi-granularity are transformed to two-tuple decision matrices according to the continuous interval two-tuple ordered weighted harmonic (ITC-OWH) operator. By using projection method, a goal programming model is set up to determine the attribute weights vector of individual decision maker. Then, under every decision makers, integrative attribute dominance degree between pairwise comparisons of arbitrary alternatives are computed, a group integrative dominance degree matrix is obtained based on integrative dominance degree matrices and expert weight vector. The priority-time matrix is given to calculate the general priority time of alternatives, consequently, the rank result of alternatives can be determined. Finally, an example of submarine design scheme selection problem shows the effectiveness and feasibility of this method.
Keywords
decision making; matrix algebra; vectors; ITC-OWH operator; attribute weights information; continuous interval two-tuple ordered weighted harmonic operator; expert weight vector; goal programming model; group integrative dominance degree matrix; integrative attribute dominance degree; multigranularity uncertain linguistic assessment information; priority-time matrix; projection degree; projection method; two-tuple decision matrices; uncertain linguistic group decision making problem; Decision making; Harmonic analysis; Matrix converters; Pragmatics; Programming; Uncertainty; Underwater vehicles; dominance degree; multi-granularity; multiple attribute group decision making; projection; uncertain linguistic variable;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location
Qingdao
Print_ISBN
978-1-4799-7016-2
Type
conf
DOI
10.1109/CCDC.2015.7162869
Filename
7162869
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