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Transfer Robustness Optimization for Urban Rail Transit Timetables

机译:城市轨道交通时刻表的传输鲁棒性优化

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摘要

A good timetable is required to not only be efficient, but also yield effectiveness in preventing and counteracting delays. When travelling via urban rail transit networks, transferring passengers may miss their scheduled connecting train because of a feeder train delay that results in them experiencing increased travel costs. Considering that running time supplements and transfer buffer times yield different effects on the travel plans of transferring and nontransferring passengers, we formulate an expected extra travel cost (EETC) function to appropriately balance efficiency and robustness, which is then implemented in the construction of a robust transfer optimization model with the objective of minimizing the total EETC. Next, to improve the computational efficiency, we propose an approximate linearization approach for the EETC function and introduce two types of binary variables and auxiliary substitution variables to convert the nonlinearmodel to amixed-integer linear model. Experimental results show that our proposed method can yield practically applicable solutions with significant reductions in both EETC and probability of missing a transfer.
机译:需要一个良好的时间表,不仅要有效率,而且要在防止和抵消延误方面产生效益。在通过城市轨道交通网络旅行时,由于支线列车的延误导致转机乘客的旅行成本增加,因此转机乘客可能会错过其预定的接驳列车。考虑到运行时间的补充和中转缓冲时间对中转和不中转乘客的出行计划产生不同的影响,我们制定了预期的额外出行成本(EETC)函数以适当地平衡效率和健壮性,然后在构建健壮的飞机时加以实施转移优化模型,目的是使总EETC最小化。接下来,为了提高计算效率,我们提出了一种针对EETC函数的近似线性化方法,并引入了两种类型的二进制变量和辅助替换变量以将非线性模型转换为混合整数线性模型。实验结果表明,我们提出的方法可以产生可实际应用的解决方案,并且可以显着降低EETC并减少丢失转移的可能性。

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