Resource allocation based on the DEA model

Resource allocation based on the DEA model
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DOI:
10.1057/palgrave.jors.2602435
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发表时间:
2008-08
影响因子:
3.6
通讯作者:
Lei Fang;Chuan-qin Zhang
Lei Fang;Chuan-qin Zhang
中科院分区:
管理学4区
文献类型:
--
作者:
Lei Fang;Chuan-qin Zhang

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本文的目的是开发一种方法来解决通常出现在具有集中决策环境的组织中的资源分配问题,例如警察局,银行和大学。假设中央单元对通过向它们分配可用资源来最大化总效率和单个单元的效率感兴趣。在此基础上,我们提出了一个基于数据分析的模型分配输入资源的决策单元(决策单元)的框架下的多目标规划。数值例子来说明的方法。
The purpose of this paper is to develop an approach to a resource-allocation problem that typically appears in organizations with a centralized decision-making environment, for example, police stations, banks, and universities. The central unit is assumed to be interested in maximizing both the total efficiency and the efficiency of the individual unit by allocating available resources to them. Building upon this, we present a data envelopment analysis-based model for allocating input resources to DMUs (the decision-making units) under the framework of multiple objective programming. Numerical examples are used to illustrate the approach.