Analysis of Neural Network Routing Scheme for Telecommunication Network
Summary :
In this paper, a description of the Hopfield/Tank model used for the telecommunication network routing problem is given at first. And then through the "static" (i.e. the eigenvalue and the eigenspace of the connection matrix) and the dynamic analysis of the model, it has been found that the model has the faster rate to converge to the optimal or sub-optimal solutions from an initial value. Therefore the quality of the final solutions can be guaranteed. The influence of the initial value to the final solutions is also concerned in this paper. The simulation results are given at the end of this paper.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E78-B No.9 pp.1326-1329
- Publication Date
- 1995/09/25
- Publicized
- Online ISSN
- DOI
- Type of Manuscript
- LETTER
- Category
- Communication Networks and Service
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Wei LU, Ismail ISHAK, "Analysis of Neural Network Routing Scheme for Telecommunication Network" in IEICE TRANSACTIONS on Communications,
vol. E78-B, no. 9, pp. 1326-1329, September 1995, doi: .
Abstract: In this paper, a description of the Hopfield/Tank model used for the telecommunication network routing problem is given at first. And then through the "static" (i.e. the eigenvalue and the eigenspace of the connection matrix) and the dynamic analysis of the model, it has been found that the model has the faster rate to converge to the optimal or sub-optimal solutions from an initial value. Therefore the quality of the final solutions can be guaranteed. The influence of the initial value to the final solutions is also concerned in this paper. The simulation results are given at the end of this paper.
URL: https://global.ieice.org/en_transactions/communications/10.1587/e78-b_9_1326/_p
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@ARTICLE{e78-b_9_1326,
author={Wei LU, Ismail ISHAK, },
journal={IEICE TRANSACTIONS on Communications},
title={Analysis of Neural Network Routing Scheme for Telecommunication Network},
year={1995},
volume={E78-B},
number={9},
pages={1326-1329},
abstract={In this paper, a description of the Hopfield/Tank model used for the telecommunication network routing problem is given at first. And then through the "static" (i.e. the eigenvalue and the eigenspace of the connection matrix) and the dynamic analysis of the model, it has been found that the model has the faster rate to converge to the optimal or sub-optimal solutions from an initial value. Therefore the quality of the final solutions can be guaranteed. The influence of the initial value to the final solutions is also concerned in this paper. The simulation results are given at the end of this paper.},
keywords={},
doi={},
ISSN={},
month={September},}
Copy
TY - JOUR
TI - Analysis of Neural Network Routing Scheme for Telecommunication Network
T2 - IEICE TRANSACTIONS on Communications
SP - 1326
EP - 1329
AU - Wei LU
AU - Ismail ISHAK
PY - 1995
DO -
JO - IEICE TRANSACTIONS on Communications
SN -
VL - E78-B
IS - 9
JA - IEICE TRANSACTIONS on Communications
Y1 - September 1995
AB - In this paper, a description of the Hopfield/Tank model used for the telecommunication network routing problem is given at first. And then through the "static" (i.e. the eigenvalue and the eigenspace of the connection matrix) and the dynamic analysis of the model, it has been found that the model has the faster rate to converge to the optimal or sub-optimal solutions from an initial value. Therefore the quality of the final solutions can be guaranteed. The influence of the initial value to the final solutions is also concerned in this paper. The simulation results are given at the end of this paper.
ER -
English
