Sustainable supplier selection in a construction company: a new MCDM method based on dominance-based rough set analysis

IF 3.1 Q2 CONSTRUCTION & BUILDING TECHNOLOGY Construction Innovation-England Pub Date : 2023-05-11 DOI:10.1108/ci-12-2022-0324
Arpita Singh, Vimal Kumar, Pratima Verma
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引用次数: 1

Abstract

Purpose This study aims to focus on sustainable supplier selection in a construction company considering a new multi-criteria decision-making (MCDM) method based on dominance-based rough set analysis. The inclusion of sustainability concept in industrial supply chains has started gaining momentum due to increased environmental protection awareness and social obligations. The selection of sustainable suppliers marks the first step toward accomplishing this objective. The problem of selecting the right suppliers fulfilling the sustainable requirements is a major MCDM problem since various conflicting factors are underplay in the selection process. The decision-makers are often confronted with inconsistent situations forcing them to make imprecise and vague decisions. Design/methodology/approach This paper presents a new method based on dominance-based rough sets for the selection of right suppliers based on sustainable performance criteria relying on the triple bottom line approach. The method applied has its distinct advantages by providing more transparency in dealing with the preference information provided by the decision-makers and is thus found to be more intuitive and appealing as a performance measurement tool. Findings The technique is easy to apply using “jrank” software package and devises results in the form of decision rules and ranking that further assist the decision-makers in making an informed decision that increases credibility in the decision-making process. Originality/value The novelty of this study of its kind is that uses the dominance-based rough set approach for a sustainable supplier selection process.
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建筑企业可持续供应商选择:一种基于优势度粗糙集分析的MCDM新方法
目的本研究旨在研究建筑公司的可持续供应商选择,考虑一种基于优势粗糙集分析的新的多准则决策方法。由于环境保护意识和社会义务的提高,将可持续性概念纳入工业供应链的势头开始增强。选择可持续的供应商标志着朝着实现这一目标迈出了第一步。选择满足可持续要求的合适供应商是MCDM的一个主要问题,因为在选择过程中,各种冲突因素都被低估了。决策者经常面临不一致的情况,迫使他们做出不精确和模糊的决定。设计/方法论/方法本文提出了一种基于优势粗糙集的新方法,用于基于三重底线方法的可持续绩效标准选择合适的供应商。所应用的方法具有其独特的优势,因为它在处理决策者提供的偏好信息时提供了更多的透明度,因此被发现作为一种绩效衡量工具更直观、更具吸引力。发现使用“jrank”软件包很容易应用该技术,并以决策规则和排名的形式设计结果,进一步帮助决策者做出明智的决策,从而提高决策过程的可信度。原创性/价值这类研究的新颖之处在于,将基于优势的粗糙集方法用于可持续的供应商选择过程。
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来源期刊
Construction Innovation-England
Construction Innovation-England CONSTRUCTION & BUILDING TECHNOLOGY-
CiteScore
7.10
自引率
12.10%
发文量
71
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