Journal of Systems Engineering and Electronics ›› 2013, Vol. 35 ›› Issue (2): 350-356.doi: 10.3969/j.issn.1001-506X.2013.02.19

• 系统工程 • 上一篇    下一篇

基于偏序集理论的数据包络分析方法

木仁1,2,3, 马占新1, 崔巍3   

  1. 1. 内蒙古大学经济管理学院, 内蒙古 呼和浩特 010021;
     2. 内蒙古工业大学管理学院, 内蒙古 呼和浩特 010051;
     3. 内蒙古工业大学理学院, 内蒙古  呼和浩特 010051
  • 出版日期:2013-02-08 发布日期:2010-01-03

Data envelopment analysis method based on poset theory

MU Ren1,2,3, MA Zhan-xin1, CUI Wei3   

  1. 1. School of  Economics and Management, Inner Mongolia University, Hohhot 010021, China;
    2. Management College, Inner Mongolia University of Technology, Hohhot 010051, China;
    3. College of Sciences, Inner Mongolia University of Technology, Hohhot 010051, China
  • Online:2013-02-08 Published:2010-01-03

摘要:

数据包络分析(data envelopment analysis, DEA)方法与偏序集理论之间关系密切,通过引入适当的偏序关系可以进一步刻画决策单元,也能够更加深入地理解决策单元。在Charnes-Cooper-Rhoes (C2R) 模型中引入新的偏序关系,通过该偏序关系给出DEA有效决策单元、弱有效决策单元及无效决策单元与偏序集的极大元的特殊关系,同时从偏序集中的极大元出发提供决策单元在生产前沿面上的投影。 最后,为了较简单地确定各个决策单元之间的偏序关系,对C2R模型中的投入产出数据进行无量纲化及统一化处理,并对这些理论的进一步应用和发展提出了一些建议和设想。

Abstract:

As the data envelopment analysis (DEA) method has close connection with the poset theory, the introduction of proper partial order relation can further depict decision making units and provide a great help for a better understanding of them. With the introduction of new partial order relation into Charnes-Cooper-Rhoes (C2R) model, the special relationship between DEA efficient, weakly efficient, decision making units and the poset theory is revealed. Furthermore, through the introduced poset, a poset theory based projection method for the decision making units is provided. Finally, to confirm the partial order relation of decision making units in C2R model, the non-dimensional processing and unified methods for inputoutput data are proposed. Some recommendations and hypotheses for the further application and development of these theories are given.