An Ant Colony Algorithm for efficient ship routing

被引:45
|
作者
Tsou, Ming-Cheng [1 ]
Cheng, Hung-Chih [2 ]
机构
[1] Natl Kaohsiung Marine Univ, Dept Shipping Technol, Kaohsiung, Taiwan
[2] Natl Sun Yat Sen Univ, Dept Marine Environm & Engn, Kaohsiung 80424, Taiwan
关键词
ship routing; Ant Colony Algorithm; GIS; weather routing; ON-BOARD; WEATHER; COMPUTATION;
D O I
10.2478/pomr-2013-0032
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
With the substantial rising of international oil price and global warming on the rise, how to reduce operational fuel consumption and decrease air pollution has become one of the pursued goals of green ship. Ship route planning is an indispensible part of the ship navigation process, especially in transoceanic crossing ship routing. The soundness of ship routing not only affects the safety of ship navigation but also the operation economy and environmental protection. This research is based on the platform of Electronic Chart Display and Information System (ECDIS), and founded on Ant Colony Algorithm (ACA) combined with the concept of Genetic Algorithm (GA), to model living organisms optimization behaviour to perform efficient ship route planning in transoceanic crossing. Besides the realization of route planning automation, ship routing will achieve the goal of optimum carbon dioxide reduction and energy conservation, and provide reference for route planning decision.
引用
收藏
页码:28 / 38
页数:11
相关论文
共 50 条
  • [21] An anycast routing based on improved ant colony algorithm
    Li, Ling-Zhi
    Zheng, Hong-Yuan
    Ding, Qiu-Lin
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2007, 29 (02): : 340 - 344
  • [22] WSN routing algorithm based on routing strategy with ant colony optimization
    Zhangjiakou University, Zhangjiakou, Hebei, 075000, China
    Sensors Transducers, 2013, 12 (279-284):
  • [23] A Modified Ant Colony Algorithm for Vehicle Routing Problem
    Yu, Shanshan
    Xiang, Xiaolin
    EBM 2010: INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT, VOLS 1-8, 2010, : 2631 - 2635
  • [24] TrANTHOCNET: Confidence ant colony routing algorithm in MANET
    Wang, J. (wangjian591@gmail.com), 1600, Chinese Institute of Electronics (40):
  • [25] An Ant Colony optimization Competition Routing Algorithm for WSN
    Zhong, Zhicheng
    Tian, Zhizhong
    Li, Zhe
    Xu, Peihua
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 3881 - +
  • [26] An ant colony system algorithm for the multicast routing problem
    Zhang, Yuan
    Cai, Huachun
    Lin, Ying
    Xiao, Jing
    Zhang, Jun
    ICNC 2007: Third International Conference on Natural Computation, Vol 4, Proceedings, 2007, : 756 - 760
  • [27] Ant Colony Optimization Routing Algorithm with Tabu Search
    Yoshikawa, Masaya
    Otani, Kazuo
    INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS (IMECS 2010), VOLS I-III, 2010, : 2104 - 2107
  • [28] Application of optimized ant colony algorithm in network routing
    Zhao, Bingchen, 1600, Transport and Telecommunication Institute, Lomonosova street 1, Riga, LV-1019, Latvia (18):
  • [29] An Ant Colony Algorithm for Capacitated Vehicle Routing Problem
    Ni, Qiu-ping
    Tang, Yuan-xiang
    Shi, Li-yao
    3RD INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND MANAGEMENT (ICSSM 2017), 2017, : 570 - 575
  • [30] The Application of Ant Colony Algorithm on Mobile Multicast Routing
    Liu, Wenying
    Li, Kewen
    Tian, Jing
    2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 4282 - 4285