Traffic Manager - Traffic Simulation for Validation of Future ATM Concepts

2003 ◽  
Author(s):  
Bart Heesbeen ◽  
Jacco Hoekstra ◽  
Mario Valenti Clari
Keyword(s):  
Traffic Simulation ◽  
Traffic Manager

Intelligent control of complex traffic conditions based on machine learning

2021 ◽  
pp. 1-12
Author(s):  
Zhe Li
Keyword(s):  
Machine Learning ◽  
Simulation Model ◽  
Traffic Simulation ◽  
Learning Algorithms ◽  
Control Model ◽  
Machine Learning Algorithms ◽  
Transmission Model ◽  
Cell Transmission Model ◽  
Traffic Conditions ◽  
Simulation Control

 In order to improve the simulation effect of complex traffic conditions, based on machine learning algorithms, this paper builds a simulation model. Starting from the macroscopic traffic flow LWR theory, this paper introduces the process of establishing the original CTM mathematical model, and combines it with machine learning algorithms to improve it, and establishes the variable cell transmission model VCTM ordinary transmission, split transmission, and combined transmission mathematical expressions. Moreover, this paper establishes a road network simulation model to calibrate related simulation parameters. In addition, this paper combines the actual needs of complex traffic conditions analysis to construct a complex traffic simulation control model based on machine learning, and designs a hybrid microscopic traffic simulation system architecture to simulate all relevant factors of complex road conditions. Finally, this paper designs experiments to verify the performance of the simulation model. The research results show that the simulation control model of complex traffic conditions constructed in this paper has certain practical effects.

scholarly journals A Traffic Simulation Tool for Assessing Smart City Policies (CitScale)

2020 ◽  
Vol 22 (3) ◽  
pp. 100-112
Author(s):  
Mari Paz Linares ◽  
Lidia Montero ◽  
Josep Casanovas ◽  
Barry I. Schneider ◽  
Gabriel A. Wainer
Keyword(s):  
Smart City ◽  
Traffic Simulation ◽  
Simulation Tool

Urban Traffic Simulation

1972 ◽  
Vol 23 (4) ◽  
pp. 598
Author(s):  
Alan J. Mayne ◽  
U. Larsson ◽  
R. Lundin ◽  
A. Lindstrom
Keyword(s):  
Traffic Simulation ◽  
Urban Traffic
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