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A physarum-inspired approach to supply chain network design

机译:一种以石油为灵感的供应链网络设计方法

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摘要

A supply chain is a system which moves products from a supplier to customers, which plays a very important role in all economic activities. This paper proposes a novel algorithm for a supply chain network design inspired by biological principles of nutrients’ distribution in protoplasmic networks of slime mould Physarum polycephalum. The algorithm handles supply networks where capacity investments and product flows are decision variables, and the networks are required to satisfy product demands. Two features of the slime mould are adopted in our algorithm. The first is the continuity of flux during the iterative process, which is used in real-time updating of the costs associated with the supply links. The second feature is adaptivity. The supply chain can converge to an equilibrium state when costs are changed. Numerical examples are provided to illustrate the practicality and flexibility of the proposed method algorithm.
机译:供应链是将产品从供应商转移到客户的系统,在所有经济活动中都起着非常重要的作用。本文提出了一种新的供应链网络设计算法,该算法受粘液霉菌多头Phys原质网络中营养物质分布的生物学原理的启发。该算法处理供应网络,其中能力投资和产品流是决策变量,并且需要网络来满足产品需求。在我们的算法中采用了粘液模具的两个特征。第一个是迭代过程中流量的连续性,用于实时更新与供应链相关的成本。第二个特点是适应性。当成本发生变化时,供应链可以收敛到平衡状态。数值例子说明了所提方法的实用性和灵活性。

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