• DocumentCode
    2099456
  • Title

    An algorithm on releasing range of traffic guidance information based on simulated annealing

  • Author

    Chen De-wang ; Pei Li-Jun ; Liu Jing

  • Author_Institution
    State Key Lab. of Rail Traffic Control & Safety, Beijing Jiaotong Univ., Beijing, China
  • fYear
    2010
  • fDate
    29-31 July 2010
  • Firstpage
    5366
  • Lastpage
    5371
  • Abstract
    In this paper, releasing range model of traffic guidance information is formulated based on combinatorial optimization by the correlation analysis of road traffic flow in time and space. As it is hard to get the optimal solution in a limited time through analysis, a greedy algorithm and a simulated annealing (SA) based algorithm are presented to solve the model. Some traffic flow data detected by remote microwave sensors in some road links in Beijing urban expressway are employed to compare the two algorithms. The results show that SA based algorithm has achieved better result even its running time is little longer than the greedy algorithm. Therefore the proposed SA based algorithms can be used to improve the pertinency, validity and automation of releasing traffic guidance information.
  • Keywords
    combinatorial mathematics; control engineering computing; correlation methods; greedy algorithms; microwave detectors; road traffic; simulated annealing; traffic information systems; Beijing urban expressway; combinatorial optimization; correlation analysis; greedy algorithm; optimal solution; releasing range model; remote microwave sensors; road links; road traffic flow; simulated annealing; traffic flow data; traffic guidance information; Algorithm design and analysis; Analytical models; Electronic mail; Roads; Simulated annealing; Stochastic processes; Combinatorial Optimization; Information Releasing Range; Simulated Annealing; Traffic Guidance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2010 29th Chinese
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6263-6
  • Type

    conf

  • Filename
    5573130