Evolutionary swarm traffic: If ant roads had traffic lights

被引:0
|
作者
Hoar, R [1 ]
Penner, J [1 ]
Jacob, C [1 ]
机构
[1] Univ Calgary, Dept Comp Sci, Calgary, AB T2N 1N4, Canada
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Traffic congestion has become a major concern for many cities throughout the world. Consequently, simulations can provide helpful tools for engineers to plan traffic systems. In this paper we present SuRJE, a swarm-based traffic simulation system. All interactions among individual drivers are implemented through the dropping and sniffing of pheromones on a 2-dimensional map. Furthermore, SuRJE optimizes traffic light turn and time sequences using an evolutionary algorithm and swarm voting, which helps to speed up the adaptation process for the traffic light settings.
引用
收藏
页码:1910 / 1915
页数:6
相关论文
共 50 条
  • [31] Traffic lights and stop signs
    Robinson, JW
    JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART A-ENVIRONMENTAL SCIENCE AND ENGINEERING & TOXIC AND HAZARDOUS SUBSTANCE CONTROL, 1995, 30 (10): : R7 - R9
  • [32] A Survey on Intelligent Traffic Lights
    Jacome, Luis
    Benavides, Leonardo
    Jara, Diejo
    Riofrio, Gonzalo
    Alvarado, Fabricio
    Pesantez, Manuel
    2018 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION/XXIII CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (ICA-ACCA), 2018,
  • [33] A neurologic note on traffic lights
    Fabing, HD
    JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1938, 111 : 1166 - 1168
  • [34] Optimization of traffic lights at crossroads
    Huang, DW
    Huang, WN
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2003, 14 (05): : 539 - 548
  • [35] SIMULATION OF TRAFFIC LIGHTS CONTROL
    Amborski, Krzysztof
    Dzielinski, Andrzej
    Kowalczuk, Przemyslaw
    Zydanowicz, Witold
    PROCEEDINGS OF THE 24TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2010, 2010, : 88 - 92
  • [36] Ant traffic rules
    Fourcassie, Vincent
    Dussutour, Audrey
    Deneubourg, Jean-Louis
    JOURNAL OF EXPERIMENTAL BIOLOGY, 2010, 213 (14): : 2357 - 2363
  • [37] Minimizing the delay at traffic lights
    Van Hecke, Tanja
    TEACHING MATHEMATICS AND ITS APPLICATIONS, 2009, 28 (01): : 38 - 42
  • [38] POLICING TRAFFIC BY CONTROLLING THE LIGHTS
    PHILLIPS, RW
    PHILLIPS, RW
    PLATING AND SURFACE FINISHING, 1995, 82 (01): : 42 - 42
  • [39] Organic control of traffic lights
    Prothmann, Holger
    Rochner, Fabian
    Tomforde, Sven
    Branke, Juergen
    Mueller-Schloer, Christian
    Schmeck, Hartmut
    AUTONOMIC AND TRUSTED COMPUTING, PROCEEDINGS, 2008, 5060 : 219 - +
  • [40] Active control for traffic lights in regions and corridors: an approach based on evolutionary computation
    Leal, Samara Soares
    Maciel de Almeida, Paulo Eduardo
    Chung, Edward
    WORLD CONFERENCE ON TRANSPORT RESEARCH - WCTR 2016, 2017, 25 : 1774 - 1785