An optimization model of multi-intersection signal control for trunk road under collaborative information (Q1794154)

From MaRDI portal





scientific article; zbMATH DE number 6954243
Language Label Description Also known as
English
An optimization model of multi-intersection signal control for trunk road under collaborative information
scientific article; zbMATH DE number 6954243

    Statements

    An optimization model of multi-intersection signal control for trunk road under collaborative information (English)
    0 references
    0 references
    0 references
    0 references
    0 references
    0 references
    15 October 2018
    0 references
    Summary: We proposed a signal control optimization model for urban main trunk line intersections. Four-phase intersection was analyzed and modeled based on the cell transmission model (CTM). CTM and signal control model in our study had both been improved for multi-intersections by three-phase theory and information-exchanging. To achieve a real-time application, an improved genetic algorithm (GA) was proposed finally, the DISCO traffic simulation software was used for numerical simulation experiment, and comparisons with the standard GA and CTM were reported in this paper. Experimental results indicate that our searching time is less than that of SGA by 38\%, and our method needs only 1/3 iteration time of SGA. According to our DISCO traffic simulation processing, compared with SGA, if the input traffic flow is changed from free phase to synchronized phase, for example, less than 900 vel/h, the delay time can reduce to 87.99\% by our method, and the minimum delay time is 77.76\% of existing method. Furthermore, if input traffic volume is increased to 1200 vel/h or more at the synchronized phase, the summary and minimum values of average delay time are reduced to 81.16\% and 75.83\%, respectively, and the average delay time is reduced to 17.72 seconds.
    0 references
    signal control optimization
    0 references
    urban main trunk line intersections
    0 references
    cell transmission model
    0 references

    Identifiers