Research on the Optimal Aggregation Method of Decision Maker Preference Judgment Matrix for Group Decision Making
被引:8
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作者:
Liu, Wei
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机构:
Jiangnan Univ, Sch Internet Things Engn, Wuxi 214122, Jiangsu, Peoples R ChinaJiangnan Univ, Sch Internet Things Engn, Wuxi 214122, Jiangsu, Peoples R China
Liu, Wei
[1
]
Li, Lei
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Jiangnan Univ, Business Sch, Wuxi 214122, Jiangsu, Peoples R ChinaJiangnan Univ, Sch Internet Things Engn, Wuxi 214122, Jiangsu, Peoples R China
Li, Lei
[2
]
机构:
[1] Jiangnan Univ, Sch Internet Things Engn, Wuxi 214122, Jiangsu, Peoples R China
[2] Jiangnan Univ, Business Sch, Wuxi 214122, Jiangsu, Peoples R China
The main focus of this paper is to present a new aggregation method of judgment matrices, which is based on the optimal aggregation model and the efficient aggregation algorithm. The reciprocal elements in the decision maker judgment matrices are mapped into the corresponding points on the two-dimensional coordinates. We can express the differences between different decision makers' preferences by the Euclidean distance among these points. We use the plant growth simulation algorithm (PGSA) to obtain the optimal aggregation points which can reflect the opinions of the entire decision makers group. The aggregation matrix of decision maker preference is composed of these optimal aggregation points and the consistency test has been passed. Compared with the weighted geometric mean method (WGMM) and minimum distance method (MDM), the sum of Euclidean distances from the aggregation points to other given points in this paper is minimal. The validity and rationality of this method are also verified by the analysis and comparison of examples, which provides a new idea to solve the group decision making (GDM) problems.
机构:
Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200052, Peoples R ChinaShanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200052, Peoples R China
Liao, Huchang
Xu, Zeshui
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机构:
Sichuan Univ, Sch Business, Chengdu 610064, Peoples R ChinaShanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200052, Peoples R China
Xu, Zeshui
Zeng, Xiao-Jun
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Univ Manchester, Sch Comp Sci, Manchester M13 9PL, Lancs, EnglandShanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200052, Peoples R China
Zeng, Xiao-Jun
Merigo, Jose M.
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机构:
Univ Manchester, Manchester Business Sch, Manchester M15 6PB, Lancs, EnglandShanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200052, Peoples R China
机构:
Northeastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R ChinaNortheastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R China
Fan, Zhi-Ping
Yue, Qi
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机构:
Northeastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R ChinaNortheastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R China
Yue, Qi
Feng, Bo
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机构:
Northeastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R China
S China Univ Technol, Sch Business Adm, Dept Decis Sci, Guangzhou 510641, Guangdong, Peoples R ChinaNortheastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R China
Feng, Bo
Liu, Yang
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机构:
Northeastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R ChinaNortheastern Univ, Sch Business Adm, Dept Management Sci & Engn, Shenyang 110004, Peoples R China