A Comprehensive Dea Approach for the Resource Allocation Problem based on Scale Economies Classification

doi:10.1007/s11424-008-9134-6

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	A Comprehensive Dea Approach for the Resource Allocation Problem based on Scale Economies Classification
	Li, Xiaoya; Cui, Jinchuan
	2008-12-01
发表期刊	JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
ISSN	1009-6124
卷号	21 期号:4 页码:540-557
摘要	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.
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)
DOI	10.1007/s11424-008-9134-6
语种	英语
资助项目	973 Program[2006CB701306]
WOS研究方向	Mathematics
WOS类目	Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000260878200005
出版者	SPRINGER
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/5550
专题	应用数学研究所
通讯作者	Li, Xiaoya
作者单位	Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Li, Xiaoya,Cui, Jinchuan. A Comprehensive Dea Approach for the Resource Allocation Problem based on Scale Economies Classification[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2008,21(4):540-557.
APA	Li, Xiaoya,&Cui, Jinchuan.(2008).A Comprehensive Dea Approach for the Resource Allocation Problem based on Scale Economies Classification.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,21(4),540-557.
MLA	Li, Xiaoya,et al."A Comprehensive Dea Approach for the Resource Allocation Problem based on Scale Economies Classification".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 21.4(2008):540-557.