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Interactive TOPSIS based group decision making methodology using Z-Numbers

机译:使用Z-Numbers的基于交互式TOPSIS的团队决策方法

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摘要

The ability in providing result that is consistent with actual ranking remains the major concern in group decision making environment.The main aim of this paper is to introduce a novel modification of TOPSIS method to facilitate multi criteria decision making problems based on the concept of Z-numbers called Z-TOPSIS.The proposed method is adequate and intuitive in giving meaningful structure for formalizing information of a decision making problem, as it takes into account the decision makers’ reliability.This study also provides bridge with some established knowledge in fuzzy sets to certain extend as to strengthen the concept of ranking alternatives using Z – numbers. To ensure practicality and effectiveness of proposed method, stock selection problem is studied.The ranking based on proposed method is validated comparatively using spearman rho rank correlation.Based on the analysis, the proposed method outperforms the established TOPSIS methods in term of ranking performance.
机译:提供与实际排名一致的结果的能力仍然是群体决策环境中的主要关注点。本文的主要目的是介绍一种新的TOPSIS改进方法,以基于Z-概念来解决多准则决策问题。考虑到决策者的可靠性,本文提出的方法在给出有意义的结构以使决策问题的信息正式化方面具有足够的直观性,该方法是充分而直观的。在一定程度上扩展了使用Z –数字对替代方案进行排名的概念。为了保证所提方法的实用性和有效性,研究了选股问题。利用Spearman Rho等级相关性对所提方法的排名进行了比较验证。在分析的基础上,所提方法在排序性能方面优于已建立的TOPSIS方法。

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