Title :
Regional signal coordinated control system based on an ant algorithm
Author :
Wen, Yu ; Wu, Tiejun
Author_Institution :
Nat. Lab. for Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
The presented regional signal coordinated control system includes a macroscopic traffic prediction model and an ant algorithm to search the global optimal signal settings. The prediction model is based on a platoon dispersion model. With the definition of a layered construction graph to represent the corresponding solution space and the definition of the local heuristic information with the transient traffic delay of individual intersections, the ant algorithm can not only find the global optimal solution but also realize smooth switch between different signal settings. The simulation results of a network with 9 intersections demonstrate that the performance of this system is evidently better than the traffic responsive control system of isolated intersections.
Keywords :
cooperative systems; optimal control; optimisation; road traffic; signal processing; traffic control; ant algorithm; global optimal signal; macroscopic traffic prediction; platoon dispersion model; regional signal coordinated control system; traffic control; Communication system traffic control; Control systems; Delay; Industrial control; Intelligent systems; Laboratories; Optimal control; Predictive models; Switches; Traffic control;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1343717