An intuitionistic fuzzy programming method for group decision making with interval-valued fuzzy preference relations

被引:36
作者
Wan, Shu-Ping [1 ]
Wang, Feng [1 ]
Xu, Gai-li [1 ]
Dong, Jiu-ying [2 ,3 ]
Tang, Jing [4 ]
机构
[1] Jiangxi Univ Finance & Econ, Coll Informat Technol, Nanchang 330013, Jiangxi, Peoples R China
[2] Jiangxi Univ Finance & Econ, Sch Stat, Nanchang 330013, Jiangxi, Peoples R China
[3] Jiangxi Univ Finance & Econ, Res Ctr Appl Stat, Nanchang 330013, Jiangxi, Peoples R China
[4] Teesside Univ, Sch Comp, Middlesbrough TS1 3BA, Cleveland, England
基金
中国国家自然科学基金;
关键词
Group decision making; Interval-valued fuzzy preference relation; Intuitionistic fuzzy programming problem; Intuitionistic fuzzy programming method; Consensus index; PAIRWISE COMPARISON JUDGMENTS; DERIVING PRIORITIES; COMPARISON MATRIX; WEIGHTS;
D O I
10.1007/s10700-016-9250-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper develops a new intuitionistic fuzzy (IF) programming method to solve group decision making (GDM) problems with interval-valued fuzzy preference relations (IVFPRs). An IF programming problem is formulated to derive the priority weights of alternatives in the context of additive consistent IVFPR. In this problem, the additive consistent conditions are viewed as the IF constraints. Considering decision makers' (DMs') risk attitudes, three approaches, including the optimistic, pessimistic and neutral approaches, are proposed to solve the constructed IF programming problem. Subsequently, a new consensus index is defined to measure the similarity between DMs according to their individual IVFPRs. Thereby, DMs' weights are objectively determined using the consensus index. Combining DMs' weights with the IF program, a corresponding IF programming method is proposed for GDM with IVFPRs. An example of E-Commerce platform selection is analyzed to illustrate the feasibility and effectiveness of the proposed method. Finally, the IF programming method is further extended to the multiplicative consistent IVFPR.
引用
收藏
页码:269 / 295
页数:27
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