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Dynamic optimal real-time algorithm for signals (DORAS): Case of isolated roadway intersections

机译:动态最佳信号实时算法(DORAS):孤立道路交叉口的案例

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This paper studies intersection signal control in which traffic arrivals from all approaches along with the queues are assumed known. The control policy minimizes the overall intersection delay by deciding the green intervals for signal phases dynamically as driven by real-time traffic but subject to a set of constraints such as minimax green time for each phase. This paper models intersection vehicle delay by assuming continuous vehicle arrival and departure, and presents the optimal condition for green signal switch. Prior to this work, there does not appear to have been a continuous model on optimal control applied to the general intersection. Two numerical algorithms are proposed: optimum based (DORAS) and queue-based heuristic (DORAS-Q) respectively. Numerical tests are conducted via discrete simulation using an actual intersection data covering peak, mid-day and midnight hours, respectively. Comparison is conducted between actuated, DORAS, DORAS-Q and OPAC III. The tests show that the latter three methods all perform significantly better than the actuated. (C) 2017 Elsevier Ltd. All rights reserved.
机译:本文研究了交叉路口信号控制,在这种控制中,假定来自所有进场的交通以及队列的交通都是已知的。控制策略通过在实时流量的驱动下动态确定信号相位的绿色间隔,但要受到一系列约束(例如,每个相位的最小最大绿色时间)的影响,从而最大程度地减少总体交叉延迟。本文通过假设连续的车辆到达和离开来模拟交叉路口车辆的延误,并提出了绿色信号切换的最佳条件。在进行这项工作之前,似乎没有适用于一般交叉路口的最佳控制的连续模型。提出了两种数值算法:分别基于最优算法(DORAS)和基于队列的启发式算法(DORAS-Q)。通过离散模拟使用分别覆盖高峰,中午和午夜时间的实际路口数据进行数值测试。比较了被驱动的DORAS,DORAS-Q和OPAC III。测试表明,后三种方法的性能均明显优于驱动方法。 (C)2017 Elsevier Ltd.保留所有权利。

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