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Application of a new rapid transit network design model to bus rapid transit network design: case study Isfahan metropolitan area

机译:一种新的快速公交网络设计模型在公交快速公交网络设计中的应用:以伊斯法罕市区为例

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The problem of Rapid Transit Network Design (RTND) is studied in this paper. Due to the noticeable contribution of rapid transit lines in public transportation network of large urban areas, this problem is interesting to the transportation specialists. On the other hand, the success stories of Bus Rapid Transit (BRT) systems in different countries have motivated us to study BRT network planning. BRT systems can be developed with less investment costs and construction time in comparison with rail-based systems. Therefore, planning Bus Rapid Transit lines, either to develop a new rapid transit network or extend a current one can be an interesting research topic. This problem, like other network design problems is difficult to solve for large scale networks. In this study, a mixed-integer mathematical model that addresses the Transit Network Design Problem (TNDP) is presented. The objective function of the model is maximization of trip coverage. To solve the model, an algorithm is proposed and implemented in C# environment. The main modules of the algorithm are the following: (1) routes generation, (2) search tree, (3) solution evaluation, and (4) inference. In Route Generation module, the candidate transit route set is determined. Afterwards, the Search Tree module provides a strategy which guarantees that all feasible combinations can be considered in the search process. To evaluate the performance of each transit route combination, a transit assignment algorithm is used in the Solution Evaluation part. Finally, the intelligence core of the search process, that is called Inference, helps the algorithm to find parts of the search space which cannot contain the optimal solution. The algorithm is tested on a real size network, i.e., the extension of the Greater Isfahan rapid transit network with BRT routes. The output of the algorithm is the set of BRT routes that maximizes the daily trip coverage index while satisfying the budget constraint. By solving the case study problem, it is shown that our proposed model and algorithm are capable of tackling real size rapid transit network design problems. First published online: 16 Oct 2013.
机译:本文研究了快速公交网络设计(RTND)问题。由于快速公交线路在大城市地区的公共交通网络中的显着贡献,这个问题对于交通运输专家来说很有趣。另一方面,不同国家的快速公交(BRT)系统的成功故事激励着我们研究BRT网络规划。与基于铁路的系统相比,可以以更少的投资成本和建设时间来开发BRT系统。因此,规划公交捷运线路以发展新的捷运网络或扩展现有的网络可能是一个有趣的研究课题。与其他网络设计问题一样,此问题对于大规模网络也很难解决。在这项研究中,提出了一种解决交通网络设计问题(TNDP)的混合整数数学模型。该模型的目标函数是旅行覆盖率的最大化。为了解决该模型,提出了一种算法,并在C#环境下实现。该算法的主要模块如下:(1)路由生成,(2)搜索树,(3)解决方案评估和(4)推理。在路线生成模块中,确定候选运输路线集。之后,“搜索树”模块提供了一种策略,可以确保在搜索过程中可以考虑所有可行的组合。为了评估每种运输路线组合的性能,在解决方案评估部分中使用了运输分配算法。最后,搜索过程的智能核心,即推理,可以帮助算法找到搜索空间中无法包含最优解的部分。该算法已在实际规模的网络上进行了测试,即使用BRT路线扩展的大伊斯法罕快速运输网络。该算法的输出是一组BRT路线,该路线可在满足预算约束的同时最大化每日旅行覆盖率指数。通过解决案例研究问题,表明我们提出的模型和算法能够解决实际规模的快速公交网络设计问题。首次在线发布时间:2013年10月16日。

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