Routing optimization of telephone network by Hopfield Net

被引:0
|
作者
Moungnoul, P [1 ]
Kruekam, J [1 ]
Paungma, T [1 ]
机构
[1] King Mongkuts Inst Technol Ladkrabang, Fac Engn, Bangkok 10520, Thailand
关键词
network management; telephone routing;
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
This paper presents an application of the neural network with the optimization called "Hopfield Net" in routing of telephone network system. This method optimizes the routing with specific conditions. In the simulation, consist of 3 cases from low, normal and high traffic densities, offered to the network. The results from the simulation showed that the congestion in the network is 30% lower compared with overflow method and load sharing method.
引用
收藏
页码:50 / 53
页数:4
相关论文
共 50 条
  • [21] A Hopfield neural network based ATM routing method for the IRIDIUM system
    Dimou, I
    Sandalidis, HG
    Farsaris, NJ
    Stavroulakis, P
    2000 IEEE 51ST VEHICULAR TECHNOLOGY CONFERENCE, PROCEEDINGS, VOLS 1-3, 2000, : 1975 - 1978
  • [23] MULTIHOUR ENGINEERING AND TRAFFIC ROUTING OPTIMIZATION IN HIERARCHICAL TELEPHONE NETWORKS
    GIRARD, A
    LANSARD, PD
    LIAU, B
    MONGEON, AM
    THIBAULT, JL
    ANNALS OF TELECOMMUNICATIONS-ANNALES DES TELECOMMUNICATIONS, 1991, 46 (5-6): : 335 - 350
  • [24] A MODEL FOR TELEPHONE NETWORKS AND ITS USE FOR ROUTING OPTIMIZATION PURPOSES
    GARCIA, JM
    LEGALL, F
    BERNUSSOU, J
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1986, 4 (06) : 966 - 974
  • [25] Dual optimization approach in discrete Hopfield neural network
    Guo, Yueling
    Zamri, Nur Ezlin
    Kasihmuddin, Mohd Shareduwan Mohd
    Alway, Alyaa
    Mansor, Mohd. Asyraf
    Li, Jia
    Zhang, Qianhong
    APPLIED SOFT COMPUTING, 2024, 164
  • [26] SIGNAL SPACE INTERPRETATIONS OF HOPFIELD NEURAL NETWORK FOR OPTIMIZATION
    PARK, S
    1989 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-3, 1989, : 2181 - 2184
  • [27] Study on TSP and optimization based on Hopfield neural network
    Wang, Ling
    Zheng, Dazhong
    Kongzhi yu Juece/Control and Decision, 1999, 14 (06): : 669 - 674
  • [28] A SIMULATION STUDY OF ADVANCED ROUTING METHODS IN A MULTIPRIORITY TELEPHONE NETWORK
    AKSELROD, B
    LANGHOLZ, G
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1985, 15 (06): : 730 - 736
  • [29] Detection of Link Failure in the Node of Telephone Network with Alternate Routing
    Suh, Tomislav
    Markov, Zarko
    Lebl, Aleksandar
    Mitic, Dragan
    PRZEGLAD ELEKTROTECHNICZNY, 2012, 88 (12A): : 314 - 317
  • [30] OPTIMIZATION OF THE QUALITY OF SERVICE OF A TOLL TELEPHONE NETWORK
    SHNEPSSHNEPPE, MA
    PETROV, AF
    TELECOMMUNICATIONS AND RADIO ENGINEERING, 1986, 40-1 (06) : 22 - 27