| 模糊权重约束的DEA模型及其应用 |
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| 引用本文： | 王恕,马钦海,关志民.模糊权重约束的DEA模型及其应用[J].工业工程与管理,2006,11(5):103-106. |
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| 作者姓名： | 王恕 马钦海 关志民 |
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| 作者单位： | 东北大学,工商管理学院,辽宁,沈阳,110004 |
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| 摘 要： | 基于Zadeh模糊优越集定义,应用模糊权重约束DEA模型对医院服务效率进行评价.通过最大化模糊隶属函数来确定投入与产出权重的上限和下限,以避免传统DEA模型中权重为0的缺陷.实例选取期末实有床位数和医护人员数为两个投入变量,总诊疗人次和总出院人次为两个产出变量,评价广州市15所医院的相对服务效率.评价结果对医院管理决策更具客观性和实用性.
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| 关 键 词： | 数据包络分析 服务效率 模糊优越集 隶属函数 权重约束 |
| 文章编号： | 1007-5429(2006)05-0103-04 |
| 收稿时间： | 2005-03-20 |
| 修稿时间： | 2005-07-20 |
Application of DEA Model with Fuzzy Restriction on Weights |
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| WANG Shu,MA Qin-hai,GUAN Zhi-min.Application of DEA Model with Fuzzy Restriction on Weights[J].Industrial Engineering and Management,2006,11(5):103-106. |
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| Authors: | WANG Shu MA Qin-hai GUAN Zhi-min |
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| Affiliation: | School of Business Administration, Northeastern University, Shenyang 110004, China |
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| Abstract: | Evaluation of hospital service efficiency was carried out using DEA model with fuzzy restriction on weights based on the definition of fuzzy maximizing set given by Zadeh. Upper and lower bounds of input and output weights were determined through maximizing membership function in order to avoid drawback of zero weight in traditional DEA model. In the actual example of computation, evaluation of the relative service efficiency of 15 hospitals in Guangzhou was conducted by selecting two inputs beds and medical staff and two outputs outpatients and discharged inpatients. Evaluation results are more making. objective and practical for managerial decisionmaking. |
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| Keywords: | Data Envelopment Analysis(DEA) service efficiency fuzzy maximizing set membership function weight restriction |
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