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An optimal traffic regulation method for metro type railways based on passenger oriented traffic evaluation

机译:基于旅客导向的交通评价的地铁优化交通管制方法

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An optimal traffic regulation method based on passenger oriented traffic evaluation was developed. To formulate the passenger oriented traffic evaluation function, concepts of passenger expectation and passenger inconvenience were introduced. Using the function, a traffic regulation problem is described as an optimisation problem to find an optimum set of departure times and arrival times that gives the minimum passenger inconvenience. This problem is large scale because decision variables are departure times and arrival times of all trains at each station. At the same time, this problem is a constrained problem because there are constraints that restricts interval between departure time and arrival time. A online optimisation method to solve the problem was developed. To cope with the constraints, an idea of gradient projection is utilised in the developed method. To reduce computing time to practical level, three techniques, decomposition of partial derivatives, fixed length receding horizon and recursive optimisation are used. Simulation results show that the proposed method can reduce passenger inconvenience up to 57
机译:提出了一种基于客流评价的最优交通管制方法。为了制定面向旅客的交通评价功能,引入了旅客期望和旅客不便的概念。使用该功能,将交通管制问题描述为一种优化问题,以找到最佳的出发时间和到达时间集,从而为乘客带来最少的不便。这个问题是大规模的,因为决策变量是每个站点上所有列车的发车时间和到达时间。同时,由于存在限制出发时间和到达时间之间的间隔的约束,因此该问题也是一个受约束的问题。开发了一种在线优化方法来解决该问题。为了解决这些限制,在开发的方法中采用了梯度投影的思想。为了将计算时间减少到实用水平,使用了三种技术:偏导数分解,固定长度后退水平和递归优化。仿真结果表明,该方法最多可减少57人的乘车不便

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