基于禁忌搜索和OSRM的车队路由互联网服务

E. Spyrou, A. Anagnostopoulou, A. Aggelakakis, Alkiviadis Tromaras, M. Boilé
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引用次数: 0

摘要

本文研究了一种互联网服务的开发,以解决众所周知的带时间窗的车辆路径问题(VRPTW)的改进。在工业应用的驱动下,主要关注的是能够在短计算时间内提供高质量结果的简单元启发式方法的有效性。还将注意对环境的影响,因此,主要目标是尽量减少为所有客户服务所需的车辆数量,其次目标是尽量减少行驶距离。在尝试为现实生活中的问题提供一个有效的应用程序时,目标是开发一个使用python解析器自动优化过程的互联网服务。路由是在leaf .js路由应用程序中提供的,该应用程序使用了开源路由机(OSRM)路由引擎,这使得调度程序能够处理具有实际操作约束的VRPTW问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Internet Service of Vehicle Fleet Routing with Tabu Search and OSRM
This paper studies the development of an internet service to deal with a modification of the well-known Vehicle Routing Problem with Time Windows (VRPTW). Driven from an industrial application, the main focus is given on the effectiveness of simple metaheuristic approaches capable to provide high quality results in short computational times. Attention will be also given on environmental impacts and as such, the primary objective is to minimize the number of vehicles required to serve all customers and the secondary objective is to minimize the distance traveled. In an attempt to provide an efficient application for real-life problems, the target is to develop an internet service which automates the optimization procedure with python parsers. Routes are provided in a leaflet.js routing application, which utilised the Open Source Routing Machine (OSRM) routing engine, that enables schedulers to tackle VRPTW problems with real-life operational constraints.
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