面向公共交通综合优化的开放式工具箱

Florian Fuchs, F. Corman
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引用次数: 6

摘要

公共交通网络是城市和城郊交通发展的重要因素。他们的设计是他们可能成功的主要因素。确定线路规划、时间表和车辆调度是一组复杂的任务,它们在许多方面相互关联。开发通常是手工完成的,包含多个目标,耗时很长。在每个任务中,决策需要多目标优化。这些计划步骤通常按顺序进行,以简化问题。然而,研究表明,综合方法会带来更好的解决方案。另一方面,集成方法增加了计算复杂度。我们报告了一个工具箱,它可以无缝集成三个任务(线路规划,时间表,车辆调度)。通用框架将所有相关信息形式化,并确保三个独立问题的中间解决方案之间的交换和互操作性。然后,我们在受特征模型结构[1]启发的方法中制定了三个问题以在规划步骤之间迭代。我们改进现有的方法,以最大限度地减少成本和旅行时间。由于扩展和框架,我们可以缩小问题的大小,而不会失去最优性。特征模型可以显著降低复杂性,而线路规划、时间表和车辆调度的扩展公式允许考虑所有相关限制。我们报道一项在瑞士伯尔尼地区进行的研究。针对区域公交网络计算的解决方案显著减少了规划者所需的工作量。其附加价值在于解决方案的改进质量和更短的响应时间,足以支持交互式优化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Open Toolbox for Integrated Optimization of Public Transport
Public transport networks are a vital factor in the development of urban and peri-urban mobility. Their design is the main contributor to their possible success. Determining line planning, timetabling and vehicle scheduling is a complex set of tasks, which are interconnected in many ways. The development is typically tackled by hand incorporating multiple objectives in a time-consuming way. Within each task, decisions require multi-objective optimisation. These planning steps are usually carried out sequentially to simplify matters. However, research has shown that integrated approaches lead to superior solutions.On the other hand, integrated approaches increase computational complexity. We report on a toolbox which can seamlessly integrate the three tasks (line planning, timetabling, vehicle scheduling). A general framework formalises all relevant information and ensures the exchange and interoperability between intermediate solutions of the three separated problems. Then, we formulate the three problems to iterate between the planning steps within an approach inspired by the eigenmodel structure [1]. We refine existing approaches to minimise costs and travel time jointly. Thanks to the extensions and framework we may shrink the size of the problems without loss of optimality. The eigenmodel can significantly reduce complexity, while the extended formulations for line planning, timetabling and vehicle scheduling allows consideration of all relevant limitations.We report a study in the region of Bern, Switzerland. The solution computed for a network of regional buses significantly decreases the demanded effort of the planners. The added value lies in the improved quality of the solution and the shorter response time, enough to support interactive optimisation.
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