The two-flight low risk helicopter transportation problem under the split pickup scenario

IF 2.1 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE EURO Journal on Transportation and Logistics Pub Date : 2023-01-01 DOI:10.1016/j.ejtl.2023.100115
Hans Kellerer , Vitaly A. Strusevich
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Abstract

The paper considers a special class of routing problems with the objective of minimizing the passengers risk. A major area of application of the low risk models is helicopter transportation widely used in the petroleum industry. In general, the total risk is considered to be proportional to the number of passengers exposed to landings and takeoffs during several multi-leg flights. We give a review of most of the studied models and demonstrate their links with the known problems of combinatorial optimization, such as the minimum latency problem, the multiple deliverymen problem, single machine and parallel machine scheduling, etc. In this paper, we focus on the problem of minimizing total risk, provided that the pickup from a number of locations is performed by two flights, and it is allowed that a location is visited by both flights, splitting the pickup demand. We show that the problem in NP-hard and admits a pseudopolynomial-time dynamic programming algorithm. We also develop a fully polynomial-time approximation scheme and a fast 5/4-approximation algorithm. The results of computational experiments with our algorithms are reported.

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分接情况下的两飞低风险直升机运输问题
本文考虑一类以乘客风险最小化为目标的特殊路线问题。低风险模型的主要应用领域是石油工业中广泛使用的直升机运输。一般来说,总风险被认为是与几次多段飞行中接触着陆和起飞的乘客数量成正比的。我们回顾了大多数已研究的模型,并说明了它们与已知的组合优化问题的联系,如最小延迟问题、多交货问题、单机和并行机调度等。在本文中,我们关注最小化总风险的问题,假设从多个地点取货由两个航班执行,并且允许两个航班都访问一个地点,从而分散取货需求。我们证明了这个问题是NP-hard的,并且允许一个伪多项式时间动态规划算法。我们还开发了一个全多项式时间近似格式和一个快速的5/4近似算法。本文还报道了算法的计算实验结果。
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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来源期刊
CiteScore
4.60
自引率
0.00%
发文量
24
审稿时长
129 days
期刊介绍: The EURO Journal on Transportation and Logistics promotes the use of mathematics in general, and operations research in particular, in the context of transportation and logistics. It is a forum for the presentation of original mathematical models, methodologies and computational results, focussing on advanced applications in transportation and logistics. The journal publishes two types of document: (i) research articles and (ii) tutorials. A research article presents original methodological contributions to the field (e.g. new mathematical models, new algorithms, new simulation techniques). A tutorial provides an introduction to an advanced topic, designed to ease the use of the relevant methodology by researchers and practitioners.
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