A Genetic Optimization Algorithm to Solve the Problem of the Load-Balancing of Network Load

被引:0
|
作者
Ling, Yongfa [1 ]
Meng, Deyu [1 ]
机构
[1] Xi An Jiao Tong Univ, Fac Sci, Xian 710049, Peoples R China
关键词
Traffic engineering; balanced load; genetic algorithm;
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
An optimum genetic algorithm for balanced network load is proposed in this paper; the algorithm employs the natural number-coded and the selection crossover mutation operator. The simulation result shows that the algorithm is effective, and remarkably improves the uneven load distribution that exists in the conventional short-path algorithm (SPF).
引用
收藏
页码:63 / 68
页数:6
相关论文
共 50 条
  • [1] Dynamic load-balancing via a genetic algorithm
    Greene, WA
    [J]. ICTAI 2001: 13TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2001, : 121 - 128
  • [2] Preliminary Design of Linux Load-Balancing Based on Genetic Algorithm
    Ge Yan
    [J]. ICCSE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2008, : 672 - 675
  • [3] A fair load-balancing QoS routing algorithm in overlay network
    Cao, Xue-Song
    Hu, Rui-Min
    Wang, Zhao-Ping
    [J]. Jisuanji Xuebao/Chinese Journal of Computers, 2011, 34 (09): : 1650 - 1659
  • [4] Computer network load-balancing and routing by ant colony optimization
    Hsiao, YT
    Chuang, CL
    Chien, CC
    [J]. 2004 12TH IEEE INTERNATIONAL CONFERENCE ON NETWORKS, VOLS 1 AND 2 , PROCEEDINGS: UNITY IN DIVERSITY, 2004, : 313 - 318
  • [5] LBFF: Load-Balancing First Fit Algorithm for Tenant Placement Problem
    Zhang, Yan
    Ming, Zhenyu
    Peng, Xi
    Liu, Jianfeng
    Zhang, Liping
    [J]. ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 6261 - 6267
  • [6] Informational and Control System Configuration Generation Problem with Load-Balancing Optimization
    Melnik, E. V.
    Klimenko, A. B.
    [J]. 2016 IEEE 10TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT), 2016, : 492 - 496
  • [7] Load-balancing based on particle swarm optimization in virtual network mapping
    [J]. Huang, B.-B. (huangbinbin@bupt.edu.cn), 1753, Science Press (35):
  • [8] A Flexible Load-Balancing Traffic Grooming Algorithm in Service Overlay Network
    Zheng Mingchun
    Qiao Hong
    Yang Shoubao
    Sun WeiFeng
    [J]. 2013 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA (CLOUDCOM-ASIA), 2013, : 211 - 216
  • [9] Wireless LAN Load-Balancing with Genetic Algorithms
    Scully, Ted
    Brown, Kenneth N.
    [J]. APPLICATIONS AND INNOVATIONS IN INTELLIGENT SYSTEMS XVI, 2009, : 3 - 16
  • [10] A new load-balancing algorithm in wireless networks
    Jie, Yang
    Li, Wan
    Qu, Changqing
    Savaria, John
    [J]. Journal of Networks, 2013, 8 (08) : 1781 - 1787