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Signal Timing Optimization Based on Fuzzy Compromise Programming for Isolated Signalized Intersection

机译:基于模糊折衷规划的孤立信号交叉口信号配时优化

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摘要

In order to optimize the signal timing for isolated intersection, a new method based on fuzzy programming approach is proposed in this paper. Considering the whole operation efficiency of the intersection comprehensively, traffic capacity, vehicle cycle delay, cycle stops, and exhaust emission are chosen as optimization goals to establish a multiobjective function first. Then fuzzy compromise programming approach is employed to give different weight coefficients to various optimization objectives for different traffic flow ratios states. And then the multiobjective function is converted to a single objective function. By using genetic algorithm, the optimized signal cycle and effective green time can be obtained. Finally, the performance of the traditional method and new method proposed in this paper is compared and analyzed through VISSIM software. It can be concluded that the signal timing optimized in this paper can effectively reduce vehicle delays and stops, which can improve traffic capacity of the intersection as well.
机译:为了优化孤立路口的信号配时,提出了一种基于模糊规划的新方法。综合考虑交叉路口的整体运营效率,首先选择交通能力,车辆周期延迟,周期停止和废气排放作为优化目标,以首先建立多目标函数。然后采用模糊折衷规划方法为不同的流量比率状态给不同的优化目标赋予不同的权重系数。然后将多目标函数转换为单个目标函数。通过使用遗传算法,可以获得最佳的信号周期和有效的绿灯时间。最后,通过VISSIM软件对本文提出的传统方法和新方法的性能进行了比较和分析。可以得出结论,本文所优化的信号定时可以有效地减少车辆的延误和停车,也可以提高交叉路口的通行能力。

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  • 来源
    《Mathematical Problems in Engineering》 |2016年第3期|1682394.1-1682394.12|共12页
  • 作者单位

    Jilin Univ, State Key Lab Automobile Dynam Simulat, Changchun 130022, Peoples R China|Jilin Univ, Coll Transportat, Changchun 130022, Peoples R China|Jilin Univ, Coll Transportat, Jilin Prov Key Lab Rd Traff, Changchun 130022, Peoples R China;

    Jilin Univ, Coll Transportat, Changchun 130022, Peoples R China;

    Jilin Univ, Coll Transportat, Changchun 130022, Peoples R China;

    Jilin Univ, Coll Transportat, Changchun 130022, Peoples R China;

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