相互結合型ニューラルネットワークを用いた送信待機情報考慮型パケットルーティング手法 (非線形問題)

Recently, because of the growth of the Internet users, data packets flowing in the computer networks become huge number, and the packets are congested in the computer networks. If the packets congestion occurs in the computer networks, some packets are trapped in the congested nodes, then, these packets are delayed to be transmitted to the destinations. Further, the packets are removed from the computer networks in the worst case. To overcome these undesirable problems, an efRcient routing method which uses the mutually connected neural networks has been proposed by Horiguchi and Ishioka. This routing method shows good performance for regular networks. However, the performance is degraded for irregular networks. To improve the performance for the irregular networks, we propose a new routing method using mutually connected neural networks which considers waiting transmitted information on the paths of the transmitted packets in this paper. Ftom the results of the numerical experiments, the proposed method shows better performance than the conventional routing methods when the number of existing packets is small in the computer networks.