인공신경망을 이용한 라우팅 시스템 설계 및 구현
In this paper, we propose optimal route searching algorithm using ANN(Artificial Neural Network) and implement route searching system. Our proposed scheme shows that the route using artificial neural network is almost same as the route using Dijkstra’s algorithm but the time in our propose algorithm...
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| Published in | 한국컴퓨터정보학회논문지, 22(12) pp. 137 - 143 |
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| Main Authors | , |
| Format | Journal Article |
| Language | Korean |
| Published |
한국컴퓨터정보학회
01.12.2017
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1598-849X 2383-9945 |
| DOI | 10.9708/jksci.2017.22.12.137 |
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| Summary: | In this paper, we propose optimal route searching algorithm using ANN(Artificial Neural Network) and implement route searching system. Our proposed scheme shows that the route using artificial neural network is almost same as the route using Dijkstra’s algorithm but the time in our propose algorithm is shorter than that of existing Dijkstra’s algorithm. Proposed route searching method using artificial neural network has better performance than exiting route searching method because it use several weight value in making different routes. Through simulation, we show that our proposed routing system improves the performance and reduces time to make route irrespective of the number of hidden layers. KCI Citation Count: 0 |
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| ISSN: | 1598-849X 2383-9945 |
| DOI: | 10.9708/jksci.2017.22.12.137 |