Genetic Algorithm Application for Traffic Light Control

被引:0
|
作者
Turky, Ayad. M. [1 ]
Ahmad, M. S. [1 ]
Yusoff, M. Z. M. [1 ]
Sabar, N. R. [2 ]
机构
[1] Univ Tenaga Nas, Km 7, Kajang 43009, Selangor, Malaysia
[2] Univ Kebangsaan Malaysia, Bangi 43600, Malaysia
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we describe the design of an intelligent traffic light control based on genetic algorithm. This paper is part of our work in which we attempt to use genetic algorithm in traffic light control and pedestrian crossing. In our approach, we use four sensors; each sensor calculates the vehicle density for each lane. We developed an algorithm to simulate the situation of an isolated intersection (four lanes) based on this technology. We then compare the performance between the genetic algorithm controller and a conventional fixed time controller.
引用
收藏
页码:115 / +
页数:2
相关论文
共 50 条
  • [1] The Use of Genetic Algorithm for Traffic Light and Pedestrian Crossing Control
    Turky, Ayad Mashaan
    Ahmad, Mohd Sharifuddin
    Yusoff, Mohd Zaliman Mohd
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2009, 9 (02): : 88 - 96
  • [2] Improvement of genetic algorithm and its application in optimization of fuzzy traffic control algorithm
    Qiao, J
    Xuan, HY
    Jiang, JH
    [J]. ALGORITHMIC APPLICATIONS IN MANAGEMENT, PROCEEDINGS, 2005, 3521 : 132 - 141
  • [3] Using Genetic Algorithm for Traffic Light Control System with a Pedestrian Crossing
    Turky, Ayad M.
    Ahmad, M. S.
    Yusoff, M. Z. M.
    Hammad, Baraa T.
    [J]. ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS, 2009, 5589 : 512 - +
  • [4] Intelligent Traffic Light Based On Genetic Algorithm
    Tamimi, Abdelfatah
    AbuNaser, Maha
    Tawalbeh, Ayat A.
    Saleh, Kholoud
    [J]. 2019 IEEE JORDAN INTERNATIONAL JOINT CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION TECHNOLOGY (JEEIT), 2019, : 851 - 854
  • [5] The application of genetic algorithm to dynamic traffic assignment
    Li, RM
    Li, W
    [J]. 2005 IEEE INTELLIGENT VEHICLES SYMPOSIUM PROCEEDINGS, 2005, : 827 - 832
  • [6] THE: traffic light simulator and optimization using Genetic Algorithm
    Farooqi, Ashfaq H.
    Munir, Ali
    Baig, A. Rauf
    [J]. PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATIONS, 2009, : 313 - 318
  • [7] Verification of Genetic Algorithm in Dynamic Traffic Light Management
    Fujdiak, Radek
    Misurec, Jiri
    Mlynek, Petr
    Petrak, Tomas
    [J]. 2015 38TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2015, : 314 - 318
  • [8] Genetic algorithm and its application in the real-time traffic signal optimization control
    Tong, Gang
    Cui, Fengying
    Fan, Chunling
    [J]. 2006 6TH INTERNATIONAL CONFERENCE ON ITS TELECOMMUNICATIONS PROCEEDINGS, 2006, : 86 - +
  • [9] Control of traffic light timing using probability distribution genetic algorithm and finite state machine
    Zhang, Peichen
    Zou, Mingyin
    Li, Xiaohan
    Huang, Yuming
    Ge, Bingfeng
    Yang, Kewei
    [J]. 2ND INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELLING, AND INTELLIGENT COMPUTING (CAMMIC 2022), 2022, 12259
  • [10] Road traffic control based on genetic algorithm for reducing traffic congestion
    Shigehiro, Yuji
    Miyakawa, Takuya
    Masuda, Tatsuya
    [J]. ELECTRONICS AND COMMUNICATIONS IN JAPAN, 2012, 95 (04) : 11 - 19