Cooperation and Competition Strategy Analysis of Decision-Making Units Based on Efficiency Game

被引:5
作者
Cao, Li [1 ,2 ]
Ma, Zhanxin [3 ]
Muren [4 ,5 ]
机构
[1] Inner Mongolia Univ, Sch Math Sci, Hohhot 010021, Peoples R China
[2] Inner Mongolia Med Univ, Coll Comp & Informat, Hohhot 010051, Peoples R China
[3] Inner Mongolia Univ, Sch Econ & Management, Hohhot 010021, Peoples R China
[4] Beijing Jiaotong Univ, Key Lab Rail Transit, Beijing 100044, Peoples R China
[5] Inner Mongolia Univ Technol, Sch Econ & Management, Hohhot 010110, Peoples R China
来源
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING | 2020年 / 29卷 / 02期
关键词
Generalized DEA; game theory; cross efficiency; cooperation and competition; DEA; MODEL;
D O I
10.1007/s11518-019-5417-9
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
Data envelopment analysis (DEA) method based on game theory effectively ranks the decision-making units (DMUs) by the view of cooperation or competition. The DEA method based on partial ordered set theory depicts the relationships among DMUs. However, these methods are unable to reveal the complex cooperation and competition relationships among DMUs. In this paper, an optimal model for DMUgroup game strategy isproposed based onthegeneralized DEA method and gametheory. According to this model, we can effectively depict the efficiency change of DMUs. Moreover, the effect of various game relationships on individual and the union of DMUs can be characterized. It is of positive significance for decision makers to find partners and moderate the cooperation and competition situation of their competitors. Finally, the cooperation and competition relationships of 9 express enterprises in a certain area in China are analyzed by using the method proposed in this paper.
引用
收藏
页码:235 / 248
页数:14
相关论文
共 53 条
[1]  
Almeida CRF, 2016, IEEE T INTELL TRANSP, V17, P2262
[2]   A PROCEDURE FOR RANKING EFFICIENT UNITS IN DATA ENVELOPMENT ANALYSIS [J].
ANDERSEN, P ;
PETERSEN, NC .
MANAGEMENT SCIENCE, 1993, 39 (10) :1261-1265
[3]   A GAME THEORETIC APPROACH TO MEASURING EFFICIENCY [J].
BANKER, RD .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1980, 5 (04) :262-266
[4]   SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
CHARNES, A ;
COOPER, WW .
MANAGEMENT SCIENCE, 1984, 30 (09) :1078-1092
[5]   CONSTRAINED GAME FORMULATIONS AND INTERPRETATIONS FOR DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
CHARNES, A ;
COOPER, WW ;
CLARKE, R .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1989, 40 (03) :299-308
[6]  
Cao L, 2017, MATH PRACTICE THEORY, V47, P64
[7]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[8]   Measuring Information Technology's Indirect Impact on Firm Performance [J].
Yao Chen ;
Joe Zhu .
Information Technology and Management, 2004, 5 (1-2) :9-22
[9]   A DEA game model approach to supply chain efficiency [J].
Chen, Yao ;
Liang, Liang ;
Yang, Feng .
ANNALS OF OPERATIONS RESEARCH, 2006, 145 (1) :5-13
[10]  
[程幼明 Cheng Youming], 2018, [控制与决策, Control and Decision], V33, P1677