| Presentation | 2013-09-27 A Study of The Packet Routing Method Using Mutually Connected Neural Networks Tohru TAKAMIZAWA, Keisuke KIMURA, Takayuki KIMURA, Kenya JIN'NO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recent years, the number of mobile uses is increased, then, the number of data packets flowing in the computer networks is also increased. Because the packets flowing in the computer networks become huge number, 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 efficient routing method which uses the mechanism of the mutually connected neural net-works has been proposed by Horiguchi and Ishioka. This method searches the optimal path for each packet by using the principal of the energy minimization of the mutually connected neural networks. Then, this method has been evaluated by the network models which have fixed number of flowing packets in the computer networks. Recent works for the evaluation of the routing methods, many authors use the computer networks to which the data packet are gradually added. Then, in this paper, we evaluated the routing method for both network models. We show that the performance of the routing method becomes high for regular topologies of the computer networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / packet routing / computer network / decentralized control |
| Paper # | CAS2013-45,NLP2013-57 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2013/9/19(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 | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of The Packet Routing Method Using Mutually Connected Neural Networks |
| 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 | Keisuke KIMURA |
| 2nd Author's Affiliation | Department of Electrical and Electronics Engineering, Nippon Institute of Technology |
| 3rd Author's Name | Takayuki KIMURA |
| 3rd Author's Affiliation | Department of Electrical and Electronics Engineering, Nippon Institute of Technology |
| 4th Author's Name | Kenya JIN'NO |
| 4th Author's Affiliation | Department of Electrical and Electronics Engineering, Nippon Institute of Technology |
| Date | 2013-09-27 |
| Paper # | CAS2013-45,NLP2013-57 |
| Volume (vol) | vol.113 |
| Number (no) | 225 |
| Page | pp.pp.- |
| #Pages | 6 |
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