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《Chinese Journal of Management Science》 2019-01
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A Generalized Sample Interval DEA Model with Only Output

YI Ru;MA Zhan-xin;School of Economics and Management,North China Electric Power University;School of Economics and Management,Inner Mongolia University;  
When multiple performance measures are used to evaluate the effectiveness of the decision-making units,the decision makers often compare these decision units with the pre-specified criteria(sample units).Because of the complexity and uncertainty of the objective things,the index information of sample units and decision unit must be given in the form of interval numbers.According to the three cases of the interval number of the evaluation index value of the sample unit or the decision unit,or the evaluation index values of both of them,it is established respectively that the generalized interval DEA model with only output(IS-DEA model,S-IDEA model and IS-IDEA model)based on the sample unit to evaluate the effectiveness of the decision making unit,and three types of generalized interval DEA models with output are further given according to the index types-benefit,cost and hybrid.At the same time,the meaning of the model,the solving methods,the related properties,the effectiveness classification and sequencing of decision making units of these models are discussed.Finally,an example of comprehensive performance evaluation of commercial banks is given to verify its feasibility and effectiveness.The method proposed in this paper extends the relative efficiency of the traditional DEA method,which is based on the effective decision unit,to evaluate the relative efficiency of the decision making unit,which is based on the arbitrary reference set,and extends the index value to the interval value.These models have their own advantages and application fields and can be chosen according to practical problems.
【Fund】: 国家自然科学基金资助项目(71661025 71261017);; 内蒙古自然科学基金资助项目(2016MS0705);; 内蒙古草原英才项目(12000-12102012);; 中央高校基本科研业务费专项基金项目(2016XS79)
【CateGory Index】: F224
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【Citations】
Chinese Journal Full-text Database 10 Hits
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Guangyu;Wang Weixian;Shao Yunfei;He Jufang;School of Management and Economics,University of Electronic Science and Technology of China;;Dynamic Modeling Method for Efficiency of Large Scientific Engineering Project[J];技术经济;2015-12
2 MI Le;ZHOU Beihai;LI Nan;HUANG Yuanyi;QI Jianchuan;Department of Environmental Engineering, School of Civil and Environmental Engineering, University of Science and Technology Beijing;College of Architecture and Environment, Sichuan University;;An Analysis on the Performance of Engineering Technology Demonstration Project of Major Science and Technology Program for Water Pollution Control and Treatment Based on DEA[J];科学与管理;2015-06
3 LIU Yan-qiu;PEI Yan-xia;School of Science, Shenyang University of Technology;;Supplier Selection Method Based on Data mining Research[J];物流工程与管理;2015-12
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5 CHEN Guang-yu;WANG Wei-xian;ZHENG Shu-yang;SHAO Yun-fei;University of Electronic Science and Technology of China;;Evaluation and Decision Method for Enterprise Technology Innovation Project Efficiency Index Based on TRIZ and DEA[J];电子科技大学学报(社科版);2015-05
6 WANG Wei;YANG Wei-ping;HE Cheng-gang;YANG Guang;Faculty of Mechanical and Electrical Engineering,Kunming University of Science and Technology;;Application of NEW-COST-DEA Model in the Study of Chinese Storage Enterprises' Cost Efficiency[J];价值工程;2015-25
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8 AN Jian-ye;TIAN Tian;MA Zhan-xin;ZHANG Hui-qun;School of Science,Tianjin University of Commerce;School of Economics and Management,Inner Mongolia University;;Comprehensive Evaluation of Tianjin's Economic Benefit Based on Generalized DEA[J];天津商业大学学报;2015-04
9 YUAN Yuan;Jirimutu;MA Sheng-yun;MA Zhan-xin;Vocational and Technical College,Inner Mongolia Agricultural University;School of Mathematics Science,Inner Mongolia agricultural University;School of Economics and Management,Inner Mongolia University;;Generalized Chain Network DEA Method with Stages' Final Outputs[J];数学的实践与认识;2015-12
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8 ZHANG Bao-cheng1,WANG Wan-le1,LIN Wei-feng2,DU Gang2,WU Yu-hua2 (1.School of Air traffic Management,Civil Aviation University of China,Tianjin 300300,China; 2.School of Management,Tianjin University,Tianjin 300072,China);Review on DEA models involving the non-Archimedean infinitesimal[J];系统工程学报;2010-03
9 YANG Feng,ZHAI Du-jun,LIANG Liang,BI Gong-bing(School of Management,University of Science and Technology of China,Hefei 230026,China);Production possibility set and DEA evaluation model for two-stage series systems[J];系统工程学报;2010-03
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