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An Application of Immune Algorithm for the Periodic Delivery Planning of Vending Machines

机译:免疫算法在自动售货机周期性交付规划中的应用

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—This paper investigates the periodic delivery planning of vending machine problem (PDPVMP). The problem is a periodic vehicle routing problem (PVRP), which is also an extension of the typical vehicle routing problem (VRP). The considered PDPVMP contains multiple vending machines with periodic demands. For each vending machine, its replenishment frequency is either once per two days or twice per two days, i.e., once per day. In the PDPVMP, there are multiple vehicles to deliver goods for vending machines. The objective of the considered problem is to minimize the total length of routes for all vehicles during the time horizon such that all demands for vending machines are delivered. In this paper, based upon a new coding procedure, we apply an immune based algorithm to solve the PDPVMP. A case of Taoyuan county in Taiwan is considered and solved. Numerical results show that the studied immune algorithm can effectively solve this PDPVMP.
机译:- 这篇论文调查了自动售货机问题的定期交付规划(PDPVMP)。问题是一个周期性的车辆路由问题(PVRP),这也是典型的车辆路由问题(VRP)的扩展。 COMED PDPVMP包含具有定期需求的多台自动售货机。对于每个自动售货机,其补充频率为每两天或每两天两次,即每天一次。在PDPVMP中,有多辆车辆为自动售货机提供货物。所考虑的问题的目的是在时间范围内最小化所有车辆的总长度,从而提供所有对自动售货机的需求。本文基于新的编码过程,我们应用了一种基于免疫的算法来解决PDPVMP。考虑并解决了台湾桃园县的案例。数值结果表明,研究的免疫算法可以有效解决这一PDPVMP。

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