A Comprehensive Dea Approach for the Resource Allocation Problem based on Scale Economies Classification
文献类型：期刊论文
| 作者 | Li, Xiaoya ; Cui, Jinchuan
|
| 刊名 | JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
 |
| 出版日期 | 2008-12-01 |
| 卷号 | 21期号:4页码:540-557 |
| 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) |
| ISSN号 | 1009-6124 |
| DOI | 10.1007/s11424-008-9134-6 |
| 英文摘要 | 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. |
| 资助项目 | 973 Program[2006CB701306] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000260878200005 |
| 出版者 | SPRINGER |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/5549]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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