多层次复杂系统的资源优化配置方法

马占新, 曹莉, 包斯琴高娃

系统工程理论与实践 ›› 2018, Vol. 38 ›› Issue (7) : 1802-1818.

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系统工程理论与实践 ›› 2018, Vol. 38 ›› Issue (7) : 1802-1818. DOI: 10.12011/1000-6788(2018)07-1802-17
论文

多层次复杂系统的资源优化配置方法

    马占新1, 曹莉2,3, 包斯琴高娃4
作者信息 +

A resource optimized allocation method of multi-level complex system

    MA Zhanxin1, CAO Li2,3, BAO Siqin'gaowa4
Author information +
文章历史 +

摘要

数据包络分析（data envelopment analysis，DEA）是一种重要的效率评价方法，特别适合复杂系统的评价问题.但由于复杂系统指标体系的复杂性使得DEA方法在评价复杂系统效率问题时也遇到了一些无法回避的困难，主要表现在评价结果过于强调次要指标的作用、常常出现多数单元有效、对投影的要求过于苛刻、指标集成后无法找到针对原始指标的改进信息等.为了解决上述问题，给出了一种用于复杂系统评价的数据包络分析模型，并对相应的DEA有效性含义、模型性质以及模型的求解方法等进行了探讨.通过实例比较可以看出，本文方法不仅具有传统DEA方法的优点，而且还很好地克服了上述缺点.

Abstract

Data envelopment analysis (DEA) is an important efficiency evaluation method, and it is especially suitable for analyzing the complex systems. However, DEA method also has some disadvantages that cannot be overcome in practical application because of the complexity of index system. It mainly shows in the following aspects. Firstly, the evaluation result may excessively emphasize the secondary index function. Secondly, it often appears that most units are effective. Thirdly, the requirement to projection is too high. Fourthly, It can't find the improvement information for the original indexes. In order to solve above problem, a data envelopment analysis model for evaluating complex systems is given. The meaning of DEA efficiency, properties and solving method of this model are also discussed. By the comparison of examples, it can be found that the above model not only has the advantages of the traditional DEA method, but also overcomes the shortcomings of the traditional method.

关键词

综合评价 / 多目标决策 / 数据包络分析 / 样本单元 / 指标集成

Key words

comprehensive evaluation / multi-objective decision-making / data envelopment analysis / sample unit / integration of index

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马占新 , 曹莉 , 包斯琴高娃. 多层次复杂系统的资源优化配置方法. 系统工程理论与实践, 2018, 38(7): 1802-1818 https://doi.org/10.12011/1000-6788(2018)07-1802-17
MA Zhanxin , CAO Li , BAO Siqin'gaowa. A resource optimized allocation method of multi-level complex system. Systems Engineering - Theory & Practice, 2018, 38(7): 1802-1818 https://doi.org/10.12011/1000-6788(2018)07-1802-17
中图分类号： N94   

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基金

国家自然科学基金（71661025，71261017）；内蒙古自然科学基金（2016MS0705）；内蒙古草原英才项目（12000-12102012）；内蒙古医科大学青年创新基金（YKD2015QNCX007）
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