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YANG Dong-xia, JU Yong-feng. Multi-objective optimization method of traffic signal based on CTM[J]. Journal of Traffic and Transportation Engineering, 2011, 11(3): 105-111. doi: 10.19818/j.cnki.1671-1637.2011.03.018
Citation: YANG Dong-xia, JU Yong-feng. Multi-objective optimization method of traffic signal based on CTM[J]. Journal of Traffic and Transportation Engineering, 2011, 11(3): 105-111. doi: 10.19818/j.cnki.1671-1637.2011.03.018
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Multi-objective optimization method of traffic signal based on CTM

doi: 10.19818/j.cnki.1671-1637.2011.03.018

  • School of Electronic and Control Engineering, Chang'an University, Xi'an 710064, Shaanxi, China

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  • Author Bio:

    YANG Dong-xia(1971-), female, lecturer, doctoral student, +86-29-82336551, dxyang@chd.edu.cn

    JU Yong-feng(1962-), male, professor, PhD, +86-29-82334555, yfju@chd.edu.cn

  • Received Date: 2011-01-18
  • Publish Date: 2011-06-25
    Abstract
  • The signal control and optimization problems of urban traffic were studied. The total delay, fuel consumption and vehicle exhaust emission of road network were taken as optimization objectives, their calculation formulas were derived based on cell transmission model (CTM), and a multi-objective optimization method based on CTM for urban traffic signal control was presented. The solution of traffic signal was optimized by using multi-objective genetic algorithm. Simulation result shows that green wave bands form under mild, moderate and heavy traffic flow conditions, the coordination control of traffic signals can be achieved, and the optimization settings of intersection traffic signals are realized.

     

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    • References(15)
  • [1]
    LO H K. A novel traffic signal control formulation[J]. Transportation Research Part A: Policy and Practice, 1999, 33 (6): 433-448. doi: 10.1016/S0965-8564(98)00049-4
    [2]
    LO H K, CHANG E, CHAN Y C. Dynamic network traffic control[J]. Transportation Research Part A: Policy and Practice, 2001, 35 (8): 721-744. doi: 10.1016/S0965-8564(00)00014-8
    [3]
    ZENG Jian-qin, WANG Jia-jie, LIU Kun, et al. CTMMOGA based crossroad traffic signal control[J]. Journal of University of Science and Technology of China, 2005, 35 (2): 284-290. (in Chinese) doi: 10.3969/j.issn.0253-2778.2005.02.023
    [4]
    LO H K, CHOW A H F. Control strategies for oversaturated traffic[J]. Journal of Transportation Engineering, 2004, 130 (4): 466-478. doi: 10.1061/(ASCE)0733-947X(2004)130:4(466)
    [5]
    LI Xiu-gang, LI Guo-qiang, PANG Su-seng, et al. Signal timing of intersections usingintegrated opti mization of traffic quality, emissions and fuel consumption: a note[J]. Transportation Research Part D: Transport and Environment, 2004, 9 (5): 401-407. doi: 10.1016/j.trd.2004.05.001
    [6]
    ZHOU Shen-pei. Research on traffic signal control strategies in urban intersections based on emission factors[D]. Wuhan: Wuhan University of Technology, 2009. (in Chinese)
    [7]
    ZHANG Hao-zhi, GAO Zi-you, ZHANG Bei. Model and algorithm of transportation network design for emission reduction[J]. China Civil Engineering Journal, 2006, 39 (11): 114-119. (in Chinese)
    [8]
    XIANG Qiao-jun, WANG Wei, LU Jian. Research on fuel consumption at signalized intersection[J]. Journal of Highway and Transportation Research and Development, 2004, 21 (12): 100-102. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-GLJK200412026.htm
    [9]
    XIANG Qiao-jun. Research on vehicle fuel consumption in the urban transportation system[D]. Nanjing: Southeast University, 2000. (in Chinese)
    [10]
    LI Tie-zhu. Study on evaluation and forecast technology of urban traffic at mospheric environment influence[D]. Nanjing: Southeast University, 2001. (in Chinese)
    [11]
    LIGHTHILL M J, WHITHAM G B. On kinematic wavesⅡ: a theory of traffic flow on long crowded roads[J]. Proceedings of the Royal Society of London. Series A: Mathematics and Physical Sciences, 1955, 229 (1178): 317-345.
    [12]
    RICHARDS P I. Shock waves on the highway[J]. Operations Research, 1956, 4 (1): 42-51. doi: 10.1287/opre.4.1.42
    [13]
    DAGANZO C F. The cell transmission model part I: a simple dynamic representation of highway traffic[J]. Transportation Research Part B: Methodological, 1994, 28 (4): 269-287.
    [14]
    DAGANZO C F. The cell transmission model partⅡ: network traffic[J]. Transportation Research Part B: Methodological, 1995, 29 (2): 79-93.
    [15]
    HUANG Wei, SHEN Feng, YANG Xiao-guang. Research on characteristic and applicability of traffic flow simulation based on CTM[J]. Computer and Communications, 2008, 26 (1): 19-23. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JTJS200801006.htm
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