Trade credit and loan in capital-constrained supply chain network design model

IF 4.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Environment, Development and Sustainability Pub Date : 2024-09-15 DOI:10.1007/s10668-024-05399-3
Azar Fathi Heli Abadi, Abbas Raad, Alireza Motameni, Davood Talebi
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Abstract

Enhancing the management of working capital in supply chains due to fluctuations in demand necessitates the utilization of financial resources such as loans and trade credit. Small and medium-sized enterprises in developing countries often face financial challenges and lack the necessary credit history to secure bank loans. Consequently, trade credit has emerged as a viable debt-based financing alternative. This article presents a two-objective mathematical model for a three-level, multi-period, multi-product supply chain network, in which suppliers provide trade credit to plants for raw material procurement. Furthermore, plants offer trade credit to distribution centers, a novel approach absent from previous studies. The primary objective is to maximize the net present value of shareholders' wealth at the end of the planning horizon, while the secondary objective focuses on maximizing the fill rate. The AEC method and CPLEX solver were employed to solve the model in small dimensions. Given the model's categorization as NP-hard, the nondominated sorting genetic algorithm (NSGA-II) and multi-objective particle swarm optimization metaheuristic algorithms were utilized for solving the model in large dimensions. Additionally, the model's validity was investigated through real-world applications.

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资本受限供应链网络设计模型中的贸易信贷和贷款
由于需求波动,要加强供应链中营运资本的管理,就必须利用贷款和贸易信贷等金融资源。发展中国家的中小型企业往往面临财务挑战,缺乏获得银行贷款所需的信用记录。因此,贸易信贷已成为一种可行的债务融资替代方式。本文提出了一个三层、多周期、多产品供应链网络的双目标数学模型,其中供应商向工厂提供贸易信贷以采购原材料。此外,工厂还向配送中心提供贸易信贷,这是以往研究中缺乏的一种新方法。首要目标是在规划期限结束时实现股东财富净现值最大化,次要目标则是实现填充率最大化。该模型采用 AEC 方法和 CPLEX 求解器进行小维度求解。鉴于该模型被归类为 NP-hard,因此采用了非优势排序遗传算法(NSGA-II)和多目标粒子群优化元启发式算法来求解大维度模型。此外,还通过实际应用研究了模型的有效性。
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来源期刊
Environment, Development and Sustainability
Environment, Development and Sustainability Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
10.20
自引率
6.10%
发文量
754
期刊介绍: Environment, Development and Sustainability is an international and multidisciplinary journal covering all aspects of the environmental impacts of socio-economic development. It is also concerned with the complex interactions which occur between development and environment, and its purpose is to seek ways and means for achieving sustainability in all human activities aimed at such development. The subject matter of the journal includes the following and related issues: -mutual interactions among society, development and environment, and their implications for sustainable development -technical, economic, ethical and philosophical aspects of sustainable development -global sustainability - the obstacles and ways in which they could be overcome -local and regional sustainability initiatives, their practical implementation, and relevance for use in a wider context -development and application of indicators of sustainability -development, verification, implementation and monitoring of policies for sustainable development -sustainable use of land, water, energy and biological resources in development -impacts of agriculture and forestry activities on soil and aquatic ecosystems and biodiversity -effects of energy use and global climate change on development and sustainability -impacts of population growth and human activities on food and other essential resources for development -role of national and international agencies, and of international aid and trade arrangements in sustainable development -social and cultural contexts of sustainable development -role of education and public awareness in sustainable development -role of political and economic instruments in sustainable development -shortcomings of sustainable development and its alternatives.
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