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

来源：

International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings | 2005年

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

页码：50 / 53

页数：4

共 50 条

[31] A HYBRID HOPFIELD NEURAL NETWORK AND TABU SEARCH ALGORITHM TO SOLVE ROUTING PROBLEM IN COMMUNICATION NETWORK
Atia, Tayseer S.
Kashmola, Manar Y.
JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2012, 7 (03) : 339 - 350
[32] A novel approach for a routing algorithm based on a discrete time Hopfield Neural Network
Bastos-Filho, C. J. A.
Santana, R. A.
Oliveira, A. L. I.
2007 IEEE SYMPOSIUM ON FOUNDATIONS OF COMPUTATIONAL INTELLIGENCE, VOLS 1 AND 2, 2007, : 363 - +
[33] Neuron-reduced Hopfield neural network routing algorithm in communication networks
Li, Hui
Gu, Xue-Mai
Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2007, 39 (07): : 1093 - 1098
[34] Application of Hopfield neural network routing algorithm in Nongeostationary satellite communication networks
Li, H
Gu, XM
2005 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS, VOLS 1 AND 2, PROCEEDINGS: VOL 1: COMMUNICATION THEORY AND SYSTEMS, 2005, : 983 - 987
[35] Algorithm of neuron-reduced Hopfield neural network routing in communication networks
Li, H
Gu, XM
2005 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS, VOLS 1 AND 2, PROCEEDINGS: VOL 1: COMMUNICATION THEORY AND SYSTEMS, 2005, : 934 - 938
[36] MODEL FOR TELEPHONE NETWORKS AND ITS USE FOR ROUTING OPTIMIZATION PURPOSES.
Garcia, Jean-Marie
Le Gall, Francoise
Bernussou, Jacques
IEEE Journal on Selected Areas in Communications, 1986, SAC-4 (06) : 966 - 974
[37] Perceptron learning on Hopfield net
Lui, H.C.
Neural Networks, 1988, 1 (1 SUPPL)
[38] A GENETIC APPROACH TO THE HOPFIELD NEURAL-NETWORK IN THE OPTIMIZATION PROBLEMS
ARABAS, J
BULLETIN OF THE POLISH ACADEMY OF SCIENCES-CHEMISTRY, 1994, 42 (01): : 59 - 66
[39] Optimization of services-into-burst multiplexing based on Hopfield network
Nhat, VVM
Obaid, A
Poiner, P
2005 Systems Communications, Proceedings: ICW 2005, WIRELESS TECHNOLOGIES; ICHSN 2005, HIGH SPEED NETWORKS; ICMCS 2005, MULTIMEDIA COMMUNICATIONS SYSTEMS; SENET 2005, SENSOR NETWORKS, 2005, : 235 - 240
[40] On the Implications of Routing Models on Network Optimization
Pignolet, Yvonne-Anne
Schmid, Stefan
Tredan, Gilles
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 18 (04): : 4756 - 4769

← 1 2 3 4 5 →