A Multi-Agent System for Coordinating Vessel Traffic

被引:0
|
作者
Teng, Teck-Hou [1 ]
Lau, Hoong Chuin [2 ]
Kumar, Akshat [2 ]
机构
[1] UNiCEN, 71 Stamford Rd, Singapore 178895, Singapore
[2] Sch Informat Syst, 80 Stamford Rd, Singapore 178902, Singapore
基金
新加坡国家研究基金会;
关键词
DECISION-SUPPORT-SYSTEM;
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
Environmental, regulatory and resource constraints affects the safety and efficiency of vessels navigating in and out of the ports. Movement of vessels under such constraints must be coordinated for improving safety and efficiency. Thus, we frame the vessel coordination problem as a multi-agent path-finding (MAPF) problem. We solve this MAPF problem using a Coordinated Path-Finding (CPF) algorithm. Based on the local search paradigm, the CPF algorithm improves on the aggregated path quality of the vessels iteratively. Outputs of the CPF algorithm are the coordinated trajectories. The Vessel Coordination Module (VCM) described here is the module encapsulating our MAPF-based approach for co-ordinating vessel traffic. Our demonstration of VCM is conducted using two maritime scenarios of vessel traffic at two geographical regions of Singapore Waters.
引用
收藏
页码:1814 / 1816
页数:3
相关论文
共 50 条
  • [21] Power grid coordinating protection with multi-agent
    Zhang, Jin'ai
    Liu, Qianjin
    Gaodianya Jishu/High Voltage Engineering, 2007, 33 (01): : 74 - 77
  • [22] An Approach to Intelligent Traffic Management System Using a Multi-agent System
    Hamidi H.
    Kamankesh A.
    International Journal of Intelligent Transportation Systems Research, 2018, 16 (2) : 112 - 124
  • [23] A decentralised multi-agent system for rail freight traffic management
    Bretas, Allan M. C.
    Mendes, Alexandre
    Jackson, Martin
    Clement, Riley
    Sanhueza, Claudio
    Chalup, Stephan
    ANNALS OF OPERATIONS RESEARCH, 2023, 320 (02) : 631 - 661
  • [24] An Urban Traffic Simulation System Based On Multi-agent Modeling
    Han, Zhi
    Zhang, Kun
    Yin, Hongpeng
    Zhu, Yong
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 6378 - 6383
  • [25] A traffic flow forecast supported system based multi-agent
    Ma, SF
    He, GG
    Wang, ST
    2001 IEEE INTELLIGENT TRANSPORTATION SYSTEMS - PROCEEDINGS, 2001, : 620 - 624
  • [26] Study on urban traffic management based on multi-agent system
    Cai, Chang-Qing
    Yang, Zao-Sheng
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 25 - 29
  • [27] A Multi-Agent System for Urban Traffic and Buses Regularity Control
    Tlig, Mohamed
    Bhouri, Neila
    STATE OF THE ART IN THE EUROPEAN QUANTITATIVE ORIENTED TRANSPORTATION AND LOGISTICS RESEARCH, 2011: 14TH EURO WORKING GROUP ON TRANSPORTATION & 26TH MINI EURO CONFERENCE & 1ST EUROPEAN SCIENTIFIC CONFERENCE ON AIR TRANSPORT, 2011, 20
  • [28] A decentralised multi-agent system for rail freight traffic management
    Allan M. C. Bretas
    Alexandre Mendes
    Martin Jackson
    Riley Clement
    Claudio Sanhueza
    Stephan Chalup
    Annals of Operations Research, 2023, 320 : 631 - 661
  • [29] A multi-agent traffic control model based on distributed system
    Wu, Qian
    Li, Bing
    Chen, Keli
    Sensors and Transducers, 2014, 173 (06): : 60 - 67
  • [30] Single-lane traffic simulation with multi-agent system
    Zhang, F
    Li, JL
    Zhao, QX
    2005 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2005, : 1183 - 1187