Aggregation of the nearest consistency matrices with the acceptable consensus in AHP-GDM

被引:136
作者
Lin, Changsheng [1 ]
Kou, Gang [2 ]
Peng, Yi [3 ]
Alsaadi, Fawaz E. [4 ]
机构
[1] Yangtze Normal Univ, Sch Math & Stat, Chongqing 408100, Peoples R China
[2] Southwestern Univ Finance & Econ, Sch Business Adm, Chengdu 611130, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China
[4] King Abdulaziz Univ, Fac Comp & IT, Dept Informat Technol, Jeddah, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Group decision making (GDM); Pair-wise comparison matrix (PCM); Consistency; Consensus; Nearest consistent matrix; GROUP DECISION-MAKING; PRIORITY VECTOR;
D O I
10.1007/s10479-020-03572-1
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Analytic hierarchy process (AHP) is widely used in group decision making (GDM). There are two traditional aggregation methods for the collective preference in AHP-GDM: aggregation of the individual judgments (AIJ) and aggregation of the individual priorities (AIP). However, AHP-GDM is sometimes less reliable only under the condition of AIJ and AIP because of the consensus and consistency of the individual pair-wise comparison matrices (PCMs) and prioritization methods. In this paper, we propose aggregation of the nearest consistent matrices (ANCM) with the acceptable consensus in AHP-GDM, simultaneously considering the consensus and consistency of the individual PCMs. ANCM is independent of prioritization methods while complying with the Pareto principal of social choice theory. Moreover, ANCM is easy to program and implement in resolving highly complex group decision making problems. Finally, two numerical examples illustrate the applications and advantages of the proposed ANCM.
引用
收藏
页码:179 / 195
页数:17
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