The problem of production-distribution under uncertainty based on Vendor Managed Inventory

Paria Samadi Parviznejad, Farshid Golzadeh
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Abstract

In this paper, a problem of managed inventory by the vendor in the production-distribution supply chain is presented based on the scenario. The main purpose of presenting the model of maximizing producer profit in a three-level supply chain network consisting of various strategic and tactical decisions under uncertainty. Due to the nonlinearity and NP-Hardness of the problem, meta-heuristic genetic algorithms, Whale optimization algorithm and league champions algorithm have been used. The results of problem solving show the high efficiency of meta-heuristic algorithms compared to accurate methods in solving the above model. So that the maximum percentage of relative differences between the methods mentioned with GAMS is less than 1%.Also, by solving the sample problems in larger sizes, it was observed that the league champions algorithm has the highest efficiency in terms of achieving the optimal value of the target function in a shorter time than the other algorithms used, with a useful weight of 0.998.
基于供应商管理库存的不确定生产分配问题
本文基于该场景,研究了生产-分销供应链中供应商的库存管理问题。主要目的是提出不确定条件下由各种战略和战术决策组成的三级供应链网络中生产者利润最大化的模型。由于问题的非线性和np -硬度,采用了元启发式遗传算法、鲸鱼优化算法和联赛冠军算法。问题的求解结果表明,元启发式算法在求解上述模型方面比精确方法具有更高的效率。因此,上述方法与GAMS之间的最大相对差异百分比小于1%。此外,通过求解更大规模的样本问题,我们观察到联赛冠军算法在较短的时间内达到目标函数的最优值的效率最高,其有用权值为0.998。
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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