Interval Type 2 Fuzzy Based AHP Approach: A Case Study

Q3 Computer Science
Sudipa Choudhury, Dipankar Chandra Bhowmik, K. Debnath, A. K. Saha, Harish Garg
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引用次数: 1

Abstract

Because of its importance and numerous applications, the selection of the best supplier from a pool of accessible suppliers is gaining importance across the world. To reduce the cost of supply chain and to improve the quality of the products, selection of a relevant supplier has become one of the crucial decisions. The objective of this study is to utilize analytical hierarchy process (AHP) in the environment of interval type-2 fuzzy (IT2F) to deal with the ambiguity and vagueness in the problem of supplier selection. A real-world application is also carried out in this study to exhibit the efficacy and effectiveness of the proposed IT2FAHP model. According to the research, the most crucial elements that are effective in selecting suppliers are cost, responsiveness, ability, and reliability. Based on these factors, the most effective supplier has been selected in this study. The result shows that the IT2FAHP model is quite similar with the models in literature.
区间2型模糊层次分析法:一个案例研究
由于其重要性和众多的应用,从众多可访问的供应商中选择最佳供应商在世界范围内变得越来越重要。为了降低供应链成本,提高产品质量,选择合适的供应商已成为关键决策之一。本研究的目的是利用区间2型模糊(IT2F)环境下的层次分析法(AHP)来处理供应商选择问题中的歧义性和模糊性。本研究还进行了实际应用,以展示所提出的IT2FAHP模型的功效和有效性。根据研究,在选择供应商时最有效的关键因素是成本、响应能力、能力和可靠性。基于这些因素,本研究选择了最有效的供应商。结果表明,IT2FAHP模型与文献中的模型非常相似。
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 Fuzzy System Applications
International Journal of Fuzzy System Applications Computer Science-Computer Science (all)
CiteScore
2.40
自引率
0.00%
发文量
65
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