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Classifying and ranking DMUs in interval DEA 被引量:2

Classifying and ranking DMUs in interval DEA
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摘要 During efficiency evaluating by DEA, the inputs and outputs of DMUs may be intervals because of insufficient information or measure error. For this reason, interval DEA is proposed. To make the efficiency scores more discriminative, this paper builds an Interval Modified DEA (IMDEA) model based on MDEA. Furthermore, models of obtaining upper and lower bounds of the efficiency scores for each DMU are set up. Based on this, the DMUs are classified into three types. Next, a new order relation between intervals which can express the DM’s preference to the three types is proposed. As a result, a full and more convictive ranking is made on all the DMUs. Finally an example is given. During efficiency evaluating by DEA, the inputs and outputs of DMUs may be intervals because of insufficient information or measure error. For this reason, interval DEA is proposed. To make the efficiency scores more discriminative, this paper builds an Interval Modified DEA ( IMDEA ) model based on MDEA. Furthermore, models of obtaining upper and lower bounds of the efficiency scores for each DMU are set up. Based on this, the DMUs are classified into three types. Next, a new order relation between intervals which can express the DM's preference to the three types is proposed. As a result, a full and more convictive ranking is made on all the DMUs. Finally an example is given.
机构地区 Management School
出处 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2005年第4期405-407,共3页 哈尔滨工业大学学报(英文版)
关键词 interval modified DEA(IMDEA) decision making units(DMUs) order relation classify RANK DEA 数据封装分析 DMUs 决策制定单元 运筹学
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参考文献8

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