A country-level multi-objective optimization model for a sustainable steel supply chain

Exacta Pub Date : 2024-03-11 DOI:10.5585/2024.22996
Bárbara Lara Condé, J. F. F. Almeida, Douglas Moura Miranda, S. V. Conceição
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引用次数: 0

Abstract

Steel supply chains have been pushed to consider environmental and social aspects, other than financial, however, in the context of Operational Research, the few papers proposing mathematical formulations and algorithms tackle only few dimensions of the problem.  This study proposes a solution for sustainable steel production by formulating a multi-objective, multi-level, multi-modal, multi-product, and multi-period model and also devising an evolutionary algorithm for the problem. The results provide a Pareto front mapping the conflicting nature of economic, environmental and social objectives; show how changes in the production technology and transportation mode impact the objectives, and how locations with social vulnerability influence the decision of where and when to locate facilities. This paper provides a broad-ranging formulation and the results show its potential to help decision makers of the steel supply chain to make decisions considering not only economic factors.
可持续钢铁供应链的国家级多目标优化模型
钢铁供应链已被推向考虑财务以外的环境和社会方面,然而,在运筹学的背景下,提出数学公式和算法的少数论文只解决了问题的几个方面。 本研究通过建立一个多目标、多层次、多模式、多产品和多周期的模型,提出了可持续钢铁生产的解决方案,并为该问题设计了一种进化算法。结果提供了一个帕累托前沿,映射出经济、环境和社会目标之间的冲突性质;显示了生产技术和运输模式的变化如何影响目标,以及社会脆弱性如何影响设施选址的决策。本文提供了一个范围广泛的表述,其结果表明,它可以帮助钢铁供应链的决策者做出不仅考虑经济因素的决策。
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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审稿时长
16 weeks
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