An integrated multi-criteria decision-making and multi-objective optimization framework for green supplier evaluation and optimal order allocation under uncertainty

Goodarzi Fariba · Vahid Abdollahzadeh · Masoomeh Zeinalnezhad

74 citations0/0 files storedDecision Analytics Journal

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Multi-Criteria Decision Making Sustainable Supply Chain Management Optimization and Mathematical Programming

Abstract

This study presents an integrated multi-criteria decision-making (MCDM) and multi-objective optimization model for green supplier evaluation and optimal order allocation under uncertainty. The Fuzzy-Delphi method is used to refine supplier evaluation criteria, determining the weight of criteria, and prioritize the suppliers based on green and resilient indexes. Gray Correlation method and TOPSIS (GC-TOPSIS) are used to analyze the results. The synthesized criteria for evaluating green suppliers include contamination control, green research and development, environmental costs, environmental competencies, environmental management system, and green design capability. The synthesized resilience criteria include observability, technological capabilities, flexibility, agility, vulnerability, risk management culture, and adaptability.

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References

2005A fuzzy approach for supplier evaluation and selection in supply chain management 2013Green procurement and green supplier development: antecedents and effects on supplier performance 2019An integrated approach to green supplier selection based on the interval type-2 fuzzy best-worst and extended VIKOR methods 2017A decision support model for sustainable supplier selection in sustainable supply chain management 2013Evaluating green supplier development programs with a grey-analytical network process-based methodology 2017A multi-objective mathematical model integrating environmental concerns for supplier selection and order allocation based on fuzzy QFD in beverages industry 2008An integrated fuzzy model for supplier management: A case study of ISP selection and evaluation 2021A new intelligent MCDM model for HCW management: The integrated BWM–MABAC model based on D numbers

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2023An integrated machine learning and MARCOS method for supplier evaluation and selection 2022An Integrated Fuzzy Delphi and Best Worst Method (BWM) for performance measurement in higher education 2024Development of a Generic Decision Tree for the Integration of Multi-Criteria Decision-Making (MCDM) and Multi-Objective Optimization (MOO) Methods under Uncertainty to Facilitate Sustainability Assessment: A Methodical Review

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