A Hybrid Metaheuristic for Single Truck and Trailer Routing Problems

卡车 元启发式 拖车 计算机科学 布线(电子设计自动化) 车辆路径问题 数学优化 集合(抽象数据类型) 工程类 计算机网络 算法 数学 汽车工程 程序设计语言
作者
Luca Accorsi,Daniele Vigo
出处
期刊:Transportation Science [Institute for Operations Research and the Management Sciences]
卷期号:54 (5): 1351-1371 被引量:35
标识
DOI:10.1287/trsc.2019.0943
摘要

In this paper, we propose a general solution approach for a broad class of vehicle routing problems that all use a single vehicle, composed of a truck and a detachable trailer, to serve a set of customers with known demand and accessibility constraints. A more general problem, called the extended single truck and trailer routing problem (XSTTRP), is used as a common baseline to describe and model this class of problems. In particular, the XSTTRP contains, all together, a variety of vertex types previously considered only separately: truck customers, vehicle customers with and without parking facilities, and parking-only locations. To solve the XSTTRP, we developed a fast and effective hybrid metaheuristic, consisting of an iterative core part, in which routes that define high-quality solutions are stored in a pool. Eventually, a set-partitioning-based postoptimization selects the best combination of routes that forms a feasible solution from the pool. The algorithm is tested on extensively studied problems from the literature, such as the multiple depot vehicle routing problem, the location routing problem, the single truck and trailer routing problem with satellite depots, and the single truck and trailer routing problem. Finally, computational results and a thorough analysis of the main algorithm’s components on newly designed XSTTRP instances are provided. The obtained results show that the proposed hybrid metaheuristic is highly competitive with previous approaches designed to solve specific specialized problems, both in terms of computing time and solution quality.
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