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改进人工鱼群算法的多目标信号配时优化研究 被引量:5
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作者 陈玉如 张容 唐秋生 《重庆理工大学学报(自然科学)》 北大核心 2023年第7期25-33,共9页
由于信号配时方案影响交叉口的通行效率,为改善交叉口的运行现状,构建了以车辆延误、停车次数和延误不均衡度为优化目标的交叉口信号配时优化模型,并以改进人工鱼群算法进行求解。在改进算法中引入衰减函数,获得可变步长和可变视野;在... 由于信号配时方案影响交叉口的通行效率,为改善交叉口的运行现状,构建了以车辆延误、停车次数和延误不均衡度为优化目标的交叉口信号配时优化模型,并以改进人工鱼群算法进行求解。在改进算法中引入衰减函数,获得可变步长和可变视野;在人工鱼移动策略中结合遗传算法的交叉、变异操作,利用云模型生成新的交叉变异概率优化交叉与变异操作。选取重庆市某交叉口作为案例,利用VISSIM软件进行实验仿真,对比分析现状配时方案和优化后的方案对交叉口运行效率的影响。结果表明,应用本文中方法可以使车辆延误、停车次数、排队长度均得到降低,可以有效提升道路交叉口的通行效率。 展开更多
关键词 多目标优化 人工鱼群算法 云遗传算法 信号交叉口方案优化
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Cell transmission model based traffic signal timing in oversaturated conditions 被引量:1
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作者 王屏 L. S. Jones +1 位作者 杨群 S. Gurupackiam 《Journal of Central South University》 SCIE EI CAS 2013年第4期1129-1136,共8页
In order to investigate enhancements to cell transmission model (CTM) as a tool for traffic signal timing in oversaturated conditions, randomly distributed saturation flow rates and arrival rates were used instead of ... In order to investigate enhancements to cell transmission model (CTM) as a tool for traffic signal timing in oversaturated conditions, randomly distributed saturation flow rates and arrival rates were used instead of constant values to simulate traffic flow movement, estimate the average delay of the network and search for an optimal traffic signal timing plan. A case study was given to demonstrate that the proposed methodology can capture unique phenomena in oversaturated conditions such as forward wave, spillback and lane entrance blockage. The results show that CTM underestimates travel time by 25% when compared to Simtraffic, while the enhanced CTM underestimates by only 3%. A second case study shows that a dynamic signal timing plan is superior to a fixed signal timing plan in the term of average delay. 展开更多
关键词 oversaturated flow conditional cell transmission model traffic signal timing spillback BLOCKAGE
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