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A Multi-Objective Green Supply Chain: Multi-Product Model Considering Uncertainty.

Authors :
Khodadadian, D.
Radfar, R.
Tolooee Eshlaghi, A.
Source :
International Journal of Industrial Mathematics. 2022, Vol. 14 Issue 3, p319-337. 19p.
Publication Year :
2022

Abstract

Increasing environmental pollution, which causes global warming and endangers human health and environmental degradation, has led to the concern of many supply chain managers and designers. The purpose of this research is to provide a mathematical model for designing the purchase, production, and distribution in a multi-level and multi-product supply chain network such that the environmental impact and total costs of supply chain is minimized and the customers' satisfaction level is maximized. Due to the unspecified demands level, demand uncertainty has been considered in the problem. Regarding the complexity of the proposed mathematical model and difficulties in solving the problem with exact methods in large size, a NSGA II has been proposed. To evaluate the proposed NSGA II, five sample instances are generated in different size and solved by Epsilon constraints method and NSGA II. According to the results, the proposed NSGAII is a reliable method to find efficient Pareto frontiers in a reasonable time. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20085621
Volume :
14
Issue :
3
Database :
Academic Search Index
Journal :
International Journal of Industrial Mathematics
Publication Type :
Academic Journal
Accession number :
158661110
Full Text :
https://doi.org/10.30495/ijim.2022.19857