The open vehicle routing problem with time windows

被引:59
作者
Repoussis, P. P. [1 ]
Tarantilis, C. D. [1 ]
Ioannou, G. [1 ]
机构
[1] Athens Univ Econ & Business, Dept Management Sci & Technol, Management Sci Lab, Athens 11369, Greece
关键词
distribution; vehicle routing; heuristics;
D O I
10.1057/palgrave.jors.2602143
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we consider the open vehicle routing problem with time windows (OVRPTW). The OVRPTW seeks to find a set of non-depot returning vehicle routes, for a fleet of capacitated vehicles, to satisfy customers' requirements, within fixed time intervals that represent the earliest and latest times during the day that customers' service can take place. We formulate a comprehensive mathematical model to capture all aspects of the problem, and incorporate in the model all critical practical concerns. The model is solved using a greedy look-ahead route construction heuristic algorithm, which utilizes time windows related information via composite customer selection and route-insertion criteria. These criteria exploit the interrelationships between customers, introduced by time windows, that dictate the sequence in which vehicles must visit customers. Computational results on a set of benchmark problems from the literature provide very good results and indicate the applicability of the methodology in real-life routing applications.
引用
收藏
页码:355 / 367
页数:13
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