A Variation Coefficient Similarity Measure and Its Application in Emergency Group Decision-making

Xuanhua Xu, Liyuan Zhang, Qifeng Wan
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引用次数: 32

Abstract

Consider the emergency decision-making problems, we proposed a new similarity measures based on the extension of the Dice, and cosine similarity measures, which satisfy some properties in Ref. [11]. Then, we apply the variation coefficient similarity to the emergency group decision-making problems. Through the weighted similarity measures between each alternative and the ideal alternative, the ranking order of all the alternatives can be determined and the best one(s) can be easily identified as well. Finally, we give a practical example to evaluate the emergency management capability of major snow disaster in Hunan province of China. For comparison, the decision results of different similarity measures are also given, which show that our method have better similarity identification and the proposed method is applicable.

变异系数相似性测度及其在应急群体决策中的应用
考虑到应急决策问题,我们提出了一种新的基于Dice扩展的相似度度量和余弦相似度度量,它满足文献[11]中的一些性质。然后,将变异系数相似度应用于应急群体决策问题。通过各方案与理想方案之间的加权相似度度量,可以确定各方案之间的排序顺序,方便地识别出最佳方案。最后,给出了湖南省重大雪灾应急管理能力评价的实例。对比了不同相似度度量的决策结果,表明本文方法具有较好的相似度识别效果,具有一定的适用性。
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