A COMPREHENSIVE DEA APPROACH FOR THE RESOURCE ALLOCATION PROBLEM BASED ON SCALE ECONOMIES CLASSIFICATION
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文摘
This paper is concerned with the resource allocation problem based on data envelopment analysis(DEA)which is generally found in practice such as in public services and in production process.In management context,the resource allocation has to achieve the effective-efficient-equality aim and tries to balance the different desires of two management layers:central manager and each sector.In mathematical programming context,to solve the resource allocation asks for introducing many optimization techniques such as multiple-objective programming and goal programming.We construct an algorithm framework by using comprehensive DEA tools including CCR,BCC models,inverse DEA model,the most compromising common weights analysis model,and extra resource allocation algorithm.Returns to scale characteristic is put major place for analyzing DMUs' scale economies and used to select DMU candidates before resource allocation.By combining extra resource allocation algorithm with scale economies target,we propose a resource allocation solution,which can achieve the effective-efficient-equality target and also provide information for future resource allocation.Many numerical examples are discussed in this paper,which also verify our work.
来源
Journal of Systems Science and Complexity
,2008,21(4):540-557 【核心库】
DOI
10.1007/s11424-008-9134-6
关键词
Common weights analysis(CWA)
;
date envelopment analysis(DEA)
;
decision making unit(DMU)
;
efficiency score
;
inverse DEA model
;
multiple-objective linear programming(MOLP)
;
resource allocation problem
;
returns to scale(RTS)
地址
Institute of Apphed Mathematics,Academy of Mathematics and Systems Science,Chinese Academy of Sciences, BEIJING
语种
英文
文献类型
研究性论文
ISSN
1009-6124
学科
系统科学
基金
国家973计划
文献收藏号
CSCD:3495920
参考文献 共
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