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Research on Assignment Optimization of Railway Train Stock Based on Simulated Annealing Algorithm

机译:基于模拟退火算法的铁路机车车辆配置优化研究

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A reasonable railway train stock assignment can help improve the utilization of passenger train and make the revenue maximization. In the precondition of not changing the attachment system of railway passenger train stock, an optimization model for operations assignment of railway passenger train stock has been built to minimum unnecessary staying time at station of originating departure and terminal train stock as the objective function, and the overall consideration constraints, such as the connecting time and staying time of passenger train stock at attached station and switchback station, and the limiting requirements for train string length. On this basis, the parameters of simulated annealing algorithm is optimized based on nested partitions, then improved simulated annealing algorithm is designed to solve this model. A case study has been carried out taking 4 stations as an example in order to verify the validity of this model and its algorithms. The results show that the scheme which is obtained from above mentioned model and its algorithms can reduce required number of the passenger train stock and the staying time of passenger train stock at attached station and switchback station, and utilization of passenger train stock was improved. The practical problems needed to be further solved in the condition of operations assignment of train stock are analyzed, such as the effecting of delayed passenger train on the connecting of passenger train stock, and the passenger crew how to reasonably assign.
机译:合理的铁路列车库存分配可以帮助提高旅客列车的利用率,并使收益最大化。在不改变铁路客运列车附着系统的前提下,建立了铁路客运列车运行分配的优化模型,以最小化始发站和终点铁路列车在站的不必要停留时间为目标函数,总体考虑的约束条件,例如在附属站和折返站的旅客列车的连接时间和停留时间,以及对列车车长的限制要求。在此基础上,基于嵌套分区对模拟退火算法的参数进行优化,然后设计改进的模拟退火算法对该模型进行求解。为了验证该模型及其算法的有效性,以4个站为例进行了案例研究。结果表明,从上述模型及其算法中获得的方案可以减少所需的旅客列车数量,并减少附属站和折返站的旅客列车停留时间,提高了旅客列车的利用率。分析了列车编组作业分配条件下需要进一步解决的实际问题,如旅客列车延误对旅客列车编组连接的影响,以及乘务员如何合理分配。

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