Performance of multicriteria decision making methods: study and cases

Q4 Business, Management and Accounting

International Journal of Multicriteria Decision Making Pub Date : 2017-11-06 DOI:10.1504/IJMCDM.2017.10008676

Moncef Abbas, Zhor Chergui

引用次数: 1

Abstract

In this paper, the problematic of MCDM methods evaluation is treated, we study in particular the behaviour of the criteria (tests) measuring the performance of these methods. Indeed, a critical study toward the series of tests proposed by Triantaphyllou is carried out. On this basis, some impossibility results are defined. In addition, a new assessment test is proposed.

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多准则决策方法的性能研究与案例分析

在本文中，处理了MCDM方法评估的问题，我们特别研究了衡量这些方法性能的标准（测试）的行为。事实上，对Triantaphyllou提出的一系列测试进行了批判性研究。在此基础上，定义了一些不可能结果。此外，还提出了一种新的评估测试方法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Multicriteria Decision Making Business, Management and Accounting-Strategy and Management

CiteScore

0.70

自引率

0.00%

发文量

期刊介绍： IJMCDM is a scholarly journal that publishes high quality research contributing to the theory and practice of decision making in ill-structured problems involving multiple criteria, goals and objectives. The journal publishes papers concerning all aspects of multicriteria decision making (MCDM), including theoretical studies, empirical investigations, comparisons and real-world applications. Papers exploring the connections with other disciplines in operations research and management science are particularly welcome. Topics covered include: -Artificial intelligence, evolutionary computation, soft computing in MCDM -Conjoint/performance measurement -Decision making under uncertainty -Disaggregation analysis, preference learning/elicitation -Group decision making, multicriteria games -Multi-attribute utility/value theory -Multi-criteria decision support systems and knowledge-based systems -Multi-objective mathematical programming -Outranking relations theory -Preference modelling -Problem structuring with multiple criteria -Risk analysis/modelling, sensitivity/robustness analysis -Social choice models -Theoretical foundations of MCDM, rough set theory -Innovative applied research in relevant fields