Ant colony optimization metaheuristic for the traffic grooming in WDM networks

被引:0
|
作者
Li, Xiangyong [1 ]
Aneja, Yash [1 ]
Baki, Fazle [1 ]
机构
[1] Univ Windsor, Odette Sch Business, Windsor, ON N9B 3P4, Canada
来源
COMBINATORIAL OPTIMIZATION AND APPLICATIONS, PROCEEDINGS | 2008年 / 5165卷
关键词
WDM networks; traffic grooming; routing strategy; ant colony optimization; metaheuristic;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper studies the routing strategy in non-bifurcated traffic grooming in WDM networks. It is to optimally route the specified traffic over a given logical topology to minimize the congestion of the WDM network. We first present the node-arc formulation. To overcome the computational complexity by implementing exact algorithms, we present an ant colony optimization (ACO) metaheuristic. The computational results compared to those of exact algorithms demonstrate that ACO is a computationally efficient and suitable approach for obtaining high-quality routing strategy in non-bifurcated traffic grooming problem in WDM networks.
引用
收藏
页码:235 / 245
页数:11
相关论文
共 50 条
  • [21] Throughput maximization in traffic grooming in WDM mesh networks
    Srinivas, N
    Murthy, CSR
    JOURNAL OF HIGH SPEED NETWORKS, 2004, 13 (02) : 139 - 154
  • [22] Multicast Traffic Grooming with Survivability in WDM Mesh Networks
    Pradhan, Ashok Kumar
    Das, Kunal
    De, Tanmay
    2ND INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN) 2015, 2015, : 1020 - 1025
  • [23] Efficient algorithms for traffic grooming in SONET/WDM networks
    Wang, Yong
    Gu, Qian-Ping
    2006 INTERNATIONAL CONFERENCE ON PARALLEL PROCESSING, PROCEEDINGS, 2006, : 355 - 362
  • [24] An Improved Ant Colony Algorithm for Dynamic Traffic Grooming in Asynchronous Optical Packets Switching Networks
    Tang, Hengjian
    Zhang, Fuding
    Zhang, Xiaolu
    Zheng, Yu
    Wang, Ying
    Qiu, Junhua
    Sun, Xiaohan
    2014 13TH INTERNATIONAL CONFERENCE ON OPTICAL COMMUNICATIONS AND NETWORKS (ICOCN), 2014,
  • [25] MOEA/D for Traffic Grooming in WDM Optical Networks
    Rubio-Largo, Alvaro
    Zhang, Qingfu
    Vega-Rodriguez, Miguel A.
    GECCO'13: PROCEEDINGS OF THE 2013 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2013, : 663 - 670
  • [26] Minimal delay traffic grooming for WDM star networks
    Choi, H
    Garg, N
    Choi, HA
    OPTICOMM 2003: OPTICAL NETWORKING AND COMMUNICATIONS, 2003, 5285 : 71 - 79
  • [27] Dynamic multicast traffic grooming in WDM mesh networks
    Liao, Luhua
    Li, Lemin
    Wang, Sheng
    2006 2ND CONFERENCE ON NEXT GENERATION INTERNET DESIGN AND ENGINEERING, 2006, : 366 - +
  • [28] Many-to-Many Traffic Grooming in WDM Networks
    Saleh, Mohammad A.
    Kamal, Ahmed E.
    JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2009, 1 (05) : 376 - 391
  • [29] Design and provisioning of WDM networks with multicast traffic grooming
    UI-Mustafa, Raza
    Kamal, Ahmed E.
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2006, 24 (04) : 37 - 53
  • [30] A Predictive and Incremental Grooming Scheme for Time-varying Traffic in WDM Networks
    Ye, Zilong
    Cao, Xiaojun
    Gao, Xiujiao
    Qiao, Chunming
    2013 PROCEEDINGS IEEE INFOCOM, 2013, : 395 - 399