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A comprehensive MCDM-based approach using TOPSIS, COPRAS and DEA as an auxiliary tool for material selection problems

机译:使用TOPSIS,COPRAS和DEA作为辅助材料选择问题的基于MCDM的综合方法

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Material selection problem can be interpreted as an intricate MCDM problem. The aim of this work is to provide a simple and comprehensive MCDM-based framework for solving this problem. First, we review basic characteristics of general material selection problem under MCDM paradigm. For doing so, we have studied over 60 papers' published between 2010 and 2016 as a brief continuation of previous review [42] in this field. On the other hand, many researchers have emphasized in complicated decision problems more than one MCDM methods should be applied to obtain a more trustworthy and safer decision. Under the scrutiny of over 100 scientific articles, COPRAS and TOPSIS are chosen for tackling material selection problem in general. It is observed that the suggested approach by integrating these MCDM techniques is simple and effective. Also we examine the use of DEA as an MCDM tool in material selection problem. It is found that DEA can be employed to handle this problem by considering a classical remark, but MCDM cannot be generally replaced by DEA in this area. (C) 2017 Elsevier Ltd. All rights reserved.
机译:材料选择问题可以解释为复杂的MCDM问题。这项工作的目的是提供一个简单而全面的基于MCDM的框架来解决此问题。首先,我们回顾了MCDM范式下一般材料选择问题的基本特征。为此,我们研究了2010年至2016年之间发表的60多篇论文,作为该领域以前的综述的简短延续[42]。另一方面,许多研究人员强调在复杂的决策问题中,不应该使用一种MCDM方法来获得更可信赖和更安全的决策。在超过100篇科学文章的审查下,通常选择COPRAS和TOPSIS来解决材料选择问题。可以看出,通过集成这些MCDM技术而建议的方法既简单又有效。我们还研究了DEA作为材料选择问题中的MCDM工具的使用。已经发现,考虑到经典的话,可以采用DEA来解决此问题,但是在该领域,MCDM通常不能被DEA取代。 (C)2017 Elsevier Ltd.保留所有权利。

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