无人机配送调度问题的逼近算法

Saswata Jana, P. Mandal
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引用次数: 1

摘要

近年来,无人机和地面车辆在最后一英里投送方面的协调引起了人们的极大兴趣。在本文中,我们研究了最后一英里交付的多无人机交付调度问题(MDSP),其中我们有一组具有相同电池预算和一组交付地点的无人机,以及交付的奖励或利润,成本和交付时间间隔。MDSP的目标是为每架无人机找到一个无冲突的时间表集合,使交付的总利润在无人机电池约束下最大。在这里,我们提出了单无人机交付调度问题(SDSP)的全多项式时间近似方案(FPTAS)和具有无人机数量约束的MDSP的$\frac{1}{4}$-近似算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Approximation Algorithms for Drone Delivery Scheduling Problem
The coordination among drones and ground vehicles for last-mile delivery has gained significant interest in recent years. In this paper, we study \textit{multiple drone delivery scheduling problem(MDSP) \cite{Betti_ICDCN22} for last-mile delivery, where we have a set of drones with an identical battery budget and a set of delivery locations, along with reward or profit for delivery, cost and delivery time intervals. The objective of the MDSP is to find a collection of conflict-free schedules for each drone such that the total profit for delivery is maximum subject to the battery constraint of the drones. Here we propose a fully polynomial time approximation scheme (FPTAS) for the single drone delivery scheduling problem (SDSP) and a $\frac{1}{4}$-approximation algorithm for MDSP with a constraint on the number of drones.
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