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城市道路交通信号实时控制的数学模型与算法研究
The Model of Real-time Traffic Signal Optimal Control Problem and Algorithm Design
【摘要】 研究了交通信号的实时配时控制问题.建立了在已有交通设施条件下,控制信号具有线性约束的非线性实时配时系统优化模型,设计了与模型相适应的实时CLY系列算法.重点讨论了点控制问题,建立了相应的数学优化模型,设计了CLY-Point1算法求解.还对线控制问题和面控制问题,建立了多层优化控制模型,并设计CLY-Point2、CLY-Line和CLY-Area算法进行求解.数值模拟结果表明,CLY系列算法具有很强的实时性,车辆平均等待时间比固定配时减少了约20%.
【Abstract】 Real-time traffic signal Optimal Control problem has been discussed.Under the existed conditions of traffic facilities,this paper sets up nonlinear optimization models with linear constraining conditions and gave CLY series algorithms to solve the models.The focus of this paper is point-control problem.This passage firstly builds a corresponding model,and then designs the CLY-Point1 algorithm to solve it.In addition,this paper builds multi-storey optimization models to solve the line-control and area-control problems,and CLY-Point2,CLY-Line,CLY-Area algorithms are designed to solve these models.The results of numerical simulation show that CLY series algorithm are effective for the traffic real-time Optimal Control problem and shorten the average waiting time about 20% comparing with the fixed-time program.
【Key words】 point-control; CLY series algorithms; results of simulation;
- 【文献出处】 数学的实践与认识 ,Mathematics in Practice and Theory , 编辑部邮箱 ,2009年16期
- 【分类号】U491.51;O242.1
- 【被引频次】3
- 【下载频次】528