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机构地区:[1]山东科技大学交通学院,青岛266590 [2]济南铁路局青岛机务段,青岛266041
出 处:《铁路计算机应用》2016年第8期16-20,共5页Railway Computer Application
基 金:山东科技大学人才引进科研启动基金项目(2014RCJJ025)
摘 要:充分考虑高速铁路网络作为多级递阶控制系统的复杂性和对旅客运输服务质量的要求,构建基于时段特定场景的高速铁路列车服务与需求意向集合(t@n-tsdis,train service-demand intention set at network),定义以完成这个集合所需基础设施占用时间为网络能力的衡量标准。提出了两阶段的优化计算方法,并提出多目标优化改进的Pareto(1+1)—PAES算法流程,采用交互式滚动优化策略处理整数约束条件、模糊逻辑罚函数法处理连续实数约束条件、Pareto存档进化策略求解多目标优化问题。以某高速铁路网络为例进行能力计算,验证了模型与算法的有效性。Taking full account of the high speed railway network as the complexity of the multilevel hierarchicalcontrol system and requirements for the quality of passenger transport service, this article set up the high-speed trainservice-demand intention set at railway network according to the specific scenario of the period ( train service-demandintention set at network, abbreviated as t@n-tsdis ), and then took the occupation time of the infrastructures needed tofulfill the set as the criteria to measure the network capacity, proposed the two stage optimization calculation method.On solving the model, the article proposed improved (1+1)-PAES Algorithm flow for multi-objective optimization,and took the interactive-rolling strategy to tackle the integer constraints, the fuzzy-logic penalty function to tacklethe real constraints, and the Pareto archived evolution strategy to solving multi-objective optimization problems. Themodel and the Algorithm were applied to a high speed railway network for case study, the validity of the model and theAlgorithm was verified.
关 键 词:高速铁路 网络能力 列车径路规划 多目标优化 Pareto存档进化策略
分 类 号:U238[交通运输工程—道路与铁道工程] U293
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