Concurrency and Computation Practice and Experience · 2019 · 19 citations · 40 references
EngineeringComputational EngineeringQueuing TheoryTransportation EngineeringVehicle DynamicsIntelligent Transportation SystemsTraffic EngineeringTraffic Flow AnalysisTraffic Flow ManagementTraffic Flow TheoryTraffic Signal ControlDelay MinimizationMixed Traffic FlowSignal TimingSignal Timing AnalysisSignal Timing OptimizationTraffic CapacityTraffic Flow ModelingTraffic Signal Timing
Summary The ant colony labor division model can be used to solve the dynamic and variable traffic signal timing problem because of its adaptive and self‐adjusting characteristics. Based on the basic model, this paper proposes a new extended ant colony labor division model for traffic signal timing. This model is combined with the vehicle characteristics to modify the calculation method of environmental stimulus values. Using the vehicle delay in the unit period, the original fixed response threshold is modified to the dynamic response threshold, and the state transition equation is reconstructed. Based on the mixed traffic flow model of two‐phase single‐point intersection cellular automata, through comparative experiments and discussion and analysis, it is found that the extended ant colony labor division model can effectively improve road traffic capacity according to road conditions and reasonable traffic signal timing.
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Detection of Malicious Code Variants Based on Deep Learning
Zhihua Cui, Fei Xue, Xingjuan Cai et al. · IEEE Transactions on Industrial Informatics · 2018 · 604 citations