Modified two-phase fuzzy goal programming integrated with IF-TOPSIS for green supplier selection

The environmental consciousness of society and globally competitive market have considerably increased thanks to the scientific studies, media, governmental and non-governmental organizations. In this regard, environmental factors have been considered within the supplier selection process which is a...

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Vydané v:Applied soft computing Ročník 93; s. 106371
Hlavní autori: Kilic, Huseyin Selcuk, Yalcin, Ahmet Selcuk
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier B.V 01.08.2020
Predmet:
Green supplier selection
Intuitionistic fuzzy TOPSIS
Multi-objective programming
Two-phase fuzzy goal programming
Green supplier selection
Two-phase fuzzy goal programming
Multi-objective programming
Intuitionistic fuzzy TOPSIS
ISSN:1568-4946, 1872-9681
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Abstract The environmental consciousness of society and globally competitive market have considerably increased thanks to the scientific studies, media, governmental and non-governmental organizations. In this regard, environmental factors have been considered within the supplier selection process which is a major decision point in supply chains. Hence, in addition to the optimization of the traditional criteria, green criteria have also started to take its place in the supplier selection problem. In this study, an integrated methodology including the Intuitionistic Fuzzy Technique for Order Preference by Similarity to Ideal Solution (IF-TOPSIS) and a modified two-phase fuzzy goal programming model are proposed to better address this selection problem in a multi-item/multi-supplier/multi-period environment. The detailed steps are explicitly provided within the proposed methodology. In this respect, the criteria importance weights are determined via IF-TOPSIS which enables the opportunity to handle the vagueness within the evaluation process of decision-makers. Afterward, the obtained importance weights are used in the modified two-phase fuzzy goal programming model for selecting the best suppliers. An application in the air filter industry is performed to demonstrate the validation of the proposed methodology. Consequently, the proposed methodology successfully provides the best selection of suppliers by satisfying both classic and green criteria. [Display omitted] •The importance of environmental consideration in supplier selection process is elaborated.•A multi-stage method is developed for multi-item/multi-supplier/multi-period problem.•IF-TOPSIS is used to obtain the scores of each supplier with respect to the criteria.•Classic two-phase fuzzy goal programming model is modified.•An application is performed in air filter industry.
AbstractList The environmental consciousness of society and globally competitive market have considerably increased thanks to the scientific studies, media, governmental and non-governmental organizations. In this regard, environmental factors have been considered within the supplier selection process which is a major decision point in supply chains. Hence, in addition to the optimization of the traditional criteria, green criteria have also started to take its place in the supplier selection problem. In this study, an integrated methodology including the Intuitionistic Fuzzy Technique for Order Preference by Similarity to Ideal Solution (IF-TOPSIS) and a modified two-phase fuzzy goal programming model are proposed to better address this selection problem in a multi-item/multi-supplier/multi-period environment. The detailed steps are explicitly provided within the proposed methodology. In this respect, the criteria importance weights are determined via IF-TOPSIS which enables the opportunity to handle the vagueness within the evaluation process of decision-makers. Afterward, the obtained importance weights are used in the modified two-phase fuzzy goal programming model for selecting the best suppliers. An application in the air filter industry is performed to demonstrate the validation of the proposed methodology. Consequently, the proposed methodology successfully provides the best selection of suppliers by satisfying both classic and green criteria. [Display omitted] •The importance of environmental consideration in supplier selection process is elaborated.•A multi-stage method is developed for multi-item/multi-supplier/multi-period problem.•IF-TOPSIS is used to obtain the scores of each supplier with respect to the criteria.•Classic two-phase fuzzy goal programming model is modified.•An application is performed in air filter industry.
ArticleNumber 106371
Author Yalcin, Ahmet Selcuk
Kilic, Huseyin Selcuk
Author_xml – sequence: 1
  givenname: Huseyin Selcuk
  orcidid: 0000-0003-3356-0162
  surname: Kilic
  fullname: Kilic, Huseyin Selcuk
  email: huseyin.kilic@marmara.edu.tr
  organization: Marmara University, Department of Industrial Engineering, 34722, Istanbul, Turkey
– sequence: 2
  givenname: Ahmet Selcuk
  surname: Yalcin
  fullname: Yalcin, Ahmet Selcuk
  organization: Okan University, Department of Industrial Engineering, 34959, Istanbul, Turkey
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Keywords Green supplier selection
Two-phase fuzzy goal programming
Multi-objective programming
Intuitionistic fuzzy TOPSIS
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Snippet The environmental consciousness of society and globally competitive market have considerably increased thanks to the scientific studies, media, governmental...
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StartPage 106371
SubjectTerms Green supplier selection
Intuitionistic fuzzy TOPSIS
Multi-objective programming
Two-phase fuzzy goal programming
Title Modified two-phase fuzzy goal programming integrated with IF-TOPSIS for green supplier selection
URI https://dx.doi.org/10.1016/j.asoc.2020.106371
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