A transportation decision support system in agent-based environment

被引:4
|
作者
Balbo, Flavien [1 ,2 ]
Pinson, Suzanne [1 ]
机构
[1] Paris Dauphine Univ, Lamsade, Pl Marechal Lattre Tassigny, F-75775 Paris 16, France
[2] Inst Natl Rech Transports & Leur Secur, Inrets Gretia, F-94114 Arcueil, France
来源
关键词
Decision support system; multi-agent system; transportation system; disturbance modeling; bus network diagnosis; environment modeling; ESAC;
D O I
10.3233/IDT-2007-1301
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a Transportation Decision Support System (TDSS) called SATIR that reports the network activity in real-time and thus assists the bus network regulators in their various tasks. We propose a global approach to help regulators to manage the bus network under normal conditions (network monitoring, dynamic schedule management), with data inconsistencies management and under disrupted conditions (disturbance diagnosis and action planning). This global bottom-up approach is based on a multi-agent model where agents encompass the domain knowledge and where the interactions between agents are based on our new model of the environment, the ESAC model (Environment as Active Support of Communication). A formal modeling of the disturbance concept, which makes it possible to capitalize the knowledge available within a monitoring station and to follow up the evolution of the disturbances in real time, is presented, followed by a description of its application to a problem of bus network diagnosis in the STIB network (Brussels Intercity Transportation Company network). The paper concludes by looking briefly at how using the multi-agent paradigm could help to develop new functionalities to improve Transportation Decision Support Systems design.
引用
收藏
页码:97 / 115
页数:19
相关论文
共 50 条
  • [21] Agent-based management support system
    Li, CH
    Liang, JH
    Zhang, XW
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2: INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT IN THE GLOBAL ECONOMY, 2005, : 1123 - 1127
  • [22] Auction advisor: an agent-based online-auction decision support system
    Gregg, DG
    Walczak, S
    DECISION SUPPORT SYSTEMS, 2006, 41 (02) : 449 - 471
  • [23] An agent-based framework for building decision support system in supply chain management
    Department of Industrial Engineering, Amirkabir University of Technology, P.O. Box 15875-4413, Tehran, Iran
    J. Appl. Sci., 2008, 7 (1125-1137):
  • [24] Agent-based intelligent system development for decision support in chemical process industry
    Gao, Y
    Kokossis, AC
    EUROPEAN SYMPOSIUM ON COMPUTER-AIDED PROCESS ENGINEERING-15, 20A AND 20B, 2005, 20a-20b : 1387 - 1392
  • [25] Agent-based intelligent system development for decision support in chemical process industry
    Gao, Ying
    Shang, Zhigang
    Kokossis, Antonis
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (08) : 11099 - 11107
  • [26] Modeling and implementing an agent-based environmental health impact decision support system
    Sokolova, Marina V.
    Fernandez-Caballero, Antonio
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (02) : 2603 - 2614
  • [27] Method for developing agent-based macro-economy decision support system
    Hu, D.P.
    Wang, H.C.
    Wu, R.M.
    Zhongguo Kuangye Daxue Xuebao/Journal of China University of Mining & Technology, 2001, 30 (01): : 56 - 58
  • [28] An agent-based Decision Support System for resources' scheduling in Emergency Supply Chains
    Ben Othman, Sarah
    Zgaya, Hayfa
    Dotoli, Mariagrazia
    Hammadi, Slim
    CONTROL ENGINEERING PRACTICE, 2017, 59 : 27 - 43
  • [29] An agent-based decision support system for ecological-medical situation analysis
    Sokolova, Marina V.
    Fernandez-Caballero, Antonio
    NATURE INSPIRED PROBLEM-SOLVING METHODS IN KNOWLEDGE ENGINEERING, PT 2, PROCEEDINGS, 2007, 4528 : 511 - +
  • [30] A Decision Support System for Crowd Control Using Agent-Based Modeling and Simulation
    Park, Andrew J.
    Buckley, Shawn
    Ramirez, Hector C. Alzate
    Tsang, Herbert H.
    Spicer, Valerie
    2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2015, : 997 - 1000