A model for distributed multi-agent traffic control

被引:0
|
作者
Bel, C [1 ]
van Stokkum, W [1 ]
机构
[1] Kenniscentrum CIBIT, NL-3501 DE Utrecht, Netherlands
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
Railway traffic is not always being controlled optimally. Using the current approach the Dutch Railways can only use up to 70% of the capacity of the infrastructure and adjustments often lead to delays. It has been investigated whether the use of distributed multi-agent traffic control can enlarge the use of the capacity of the infrastructure, improve the ability to make adjustments when disturbances occur and reduce delays. It seems that the approach is successful in reducing delays. More important, however, is that when delays occur, travelers are less bothered by the delays, because their interests are taken into account when adjustments are made.
引用
收藏
页码:480 / 489
页数:10
相关论文
共 50 条
  • [31] A multi-agent based cellular automata model for intersection traffic control simulation
    Wang Jinghui
    Lv Wei
    Jiang Yajuan
    Qin Shuangshuang
    Li Jiawei
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2021, 584
  • [32] Multi-agent model predictive control of signaling split in urban traffic networks
    de Oliveira, Lucas Barcelos
    Camponogara, Eduardo
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2010, 18 (01) : 120 - 139
  • [33] Holonic multi-agent system for traffic signals control
    Abdoos, Monireh
    Mozayani, Nasser
    Bazzan, Ana L. C.
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2013, 26 (5-6) : 1575 - 1587
  • [34] Multi-Agent based Road Traffic Control Optimization
    Withanawasam, Jayani
    Karunananda, Asoka
    2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2017,
  • [35] Multi-agent Reinforcement Learning for Traffic Signal Control
    Prabuchandran, K. J.
    Kumar, Hemanth A. N.
    Bhatnagar, Shalabh
    2014 IEEE 17TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2014, : 2529 - 2534
  • [36] Architecture of multi-agent system for traffic signal control
    Weng, XX
    Yao, SS
    2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3, 2004, : 2199 - 2204
  • [37] A Multi-agent System for Traffic Control for Emergencies by Quadrants
    Rodriguez, Alejandro
    Eccius, Martin
    Mencke, Myriam
    Fernandez, Jesus
    Jimenez, Enrique
    Miguel Gomez, Juan
    Alor-Hernandez, Giner
    Posada-Gomez, Ruben
    Cortes-Robles, Guillermo
    2009 FOURTH INTERNATIONAL CONFERENCE ON INTERNET AND WEB APPLICATIONS AND SERVICES, 2009, : 247 - +
  • [38] Multi-Agent System in Urban Traffic Signal Control
    Balaji, P. G.
    Srinivasan, D.
    IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2010, 5 (04) : 43 - 51
  • [39] Distributed Multi-Agent Type-2 Fuzzy Architecture for Urban Traffic Signal Control
    Balaji, P. G.
    Srinivasan, D.
    2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 2009, : 1627 - 1632
  • [40] Multi-agent Traffic Signal Control via Distributed RL with Spatial and Temporal Feature Extraction
    Zhang, Yifeng
    Damani, Mehul
    Sartoretti, Guillaume
    AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS: BEST AND VISIONARY PAPERS, AAMAS 2022, 2022, 13441 : 106 - 113