| Presentation | 2014-04-25 A Packet Routing System Using Mutually Connected Neural Networks With Waiting Transmitted Information Tohru TAKAMIZAWA, Takayuki KIMURA, Takefumi HIRAGURI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | 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, some packets are trapped into the congested nodes, then, these packets are delayed to be transmitted to the destinations in the computer networks. Further, the packets are removed from the computer networks in the worst case. To overcome these undesirable problems, an efficient routing method which uses the mutually connected neural networks has been proposed by Horiguchi and Ishioka. This method searches for the optimum path of each packet by using the energy minimization principle of mutually connected neural network. Further, 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. From 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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / packet routing / computer network / decentralized control |
| Paper # | CQ2014-12 |
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| Committee | CQ |
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| Conference Date | 2014/4/17(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Quality (CQ) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Packet Routing System Using Mutually Connected Neural Networks With Waiting Transmitted Information |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | packet routing |
| Keyword(3) | computer network |
| Keyword(4) | decentralized control |
| 1st Author's Name | Tohru TAKAMIZAWA |
| 1st Author's Affiliation | Department of Electrical and Electronics Engineering, Nippon Institute of Technology() |
| 2nd Author's Name | Takayuki KIMURA |
| 2nd Author's Affiliation | Department of Electrical and Electronics Engineering, Nippon Institute of Technology |
| 3rd Author's Name | Takefumi HIRAGURI |
| 3rd Author's Affiliation | Department of Electrical and Electronics Engineering, Nippon Institute of Technology |
| Date | 2014-04-25 |
| Paper # | CQ2014-12 |
| Volume (vol) | vol.114 |
| Number (no) | 18 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |