Coordination and Supply Chain Optimization of Agricultural Products in Bangladesh under Uncertainty

M. K. Islam, Dr. Md. Mahmud Alam, Dr. Mohammed Forhad, Uddin
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Abstract

: In this study, we developed four different mathematical formulations for the coordination and three stage supply chain optimization of agricultural products in Bangladesh. This research, we assumed that the farmers-retailers-distributors are coordinated by jointly participation their information. To developed a Mixed Integer Linear Programming (MILP) model and analyze the situation of inadequate production capacity for the producer as the reason for shortages. The producers will coverage these shortages by outsourcing, which decided very beginning of the SCN. This plays a very important role in deciding so as to mitigate these challenges and to extend the system performance and individual gain of the SCN. The coordinated mechanism among the participants of the market has been prominent to realize the best answer. The SCN was modeled using a formulation in MILP that maximizes the total profit and also to validate our proposed model, analyzed the total profit for real data and normal distribution data for various parameters. The formulated MILP model were solved by a mathematical programming language (AMPL) and results obtained by appropriate solver MINOS. Numerical example with the sensitivity of several parameters has been deployed to validate the models. We conclude from this study, profit of all participants increased by SCN coordination system without ant additional investment.
不确定性下孟加拉国农产品协调与供应链优化
在本研究中,我们开发了四种不同的数学公式,用于孟加拉国农产品的协调和三阶段供应链优化。在本研究中,我们假设农民-零售商-分销商通过共同参与他们的信息进行协调。建立了混合整数线性规划(MILP)模型,分析了生产商生产能力不足的情况作为短缺的原因。生产商将通过外包来弥补这些短缺,这是SCN一开始就决定的。这在决定如何减轻这些挑战并扩展系统性能和SCN的单个增益方面起着非常重要的作用。为了实现最佳答案,市场参与者之间的协调机制得到了突出体现。SCN使用MILP中最大化总利润的公式建模,并且为了验证我们提出的模型,分析了实际数据和各种参数的正态分布数据的总利润。采用数学程序设计语言(AMPL)对拟定的MILP模型进行了求解,并采用合适的求解程序MINOS进行了求解。利用数值算例对多个参数的灵敏度进行了验证。通过本研究,我们得出结论,在不增加额外投资的情况下,SCN协调系统增加了所有参与者的利润。
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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