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
  • [31] Traffic grooming in mesh WDM optical networks - Performance analysis
    Xin, CS
    Qiao, CM
    Dixit, S
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2004, 22 (09) : 1658 - 1669
  • [32] Effective Traffic Grooming Algorithms in SONET/WDM Ring Networks
    Abdur R. B. Billah
    Bin Wang
    Abdul A. S. Awwal
    Photonic Network Communications, 2003, 6 : 119 - 138
  • [33] Rerouting schemes for dynamic traffic grooming in optical WDM networks
    Yao, Wang
    Ramamurthy, Byrav
    COMPUTER NETWORKS, 2008, 52 (10) : 1891 - 1904
  • [34] Practical Dynamic Traffic Grooming in Large WDM Mesh Networks
    Ho, Quang-Dzung
    Lee, Man-Seop
    2ND INTERNATIONAL CONFERENCE ON BROADBAND NETWORKS (BROADNETS 2005), 2005, : 271 - 273
  • [35] An Efficient Traffic Grooming Policy for Heterogeneous WDM Mesh Networks
    Bhattacharya, Asima
    Saha, Amit Kumar
    Chatterjee, Monish
    2014 IEEE INTERNATIONAL CONFERENCE ON ADVANCED NETWORKS AND TELECOMMUNCATIONS SYSTEMS (ANTS), 2014,
  • [36] Performance of WDM mesh networks with limited traffic grooming resources
    Awwad, Osama
    Al-Fuqaha, Ala
    Rayes, Ammar
    2007 IFIP INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS, 2007, : 37 - +
  • [37] On the complexity and algorithm of grooming regular traffic in WDM optical networks
    Wang, Yong
    Gu, Qian-Ping
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2008, 68 (06) : 877 - 886
  • [38] On some applications of ant colony optimization metaheuristic to plane truss optimization
    M. Serra
    P. Venini
    Structural and Multidisciplinary Optimization, 2006, 32 : 499 - 506
  • [39] Minimal delay traffic grooming in WDM optical star networks
    Choi, HS
    Grag, N
    Choi, HA
    PHOTONIC NETWORK COMMUNICATIONS, 2006, 11 (03) : 323 - 330
  • [40] Minimal Delay Traffic Grooming in WDM Optical Star Networks
    Hongsik Choi
    Nikhil Grag
    Hyeong-Ah Choi
    Photonic Network Communications, 2006, 11 : 323 - 330