| Shortest Path Routing Algorithm Based on Chaotic Neural Network |
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| 引用本文： | 胡世余,谢剑英. Shortest Path Routing Algorithm Based on Chaotic Neural Network[J]. 系统工程与电子技术(英文版), 2003, 14(4) |
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| 作者姓名： | 胡世余 谢剑英 |
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| 作者单位： | Hu Shiyu & Xie Jianying Automation Research Institute，Shanghai Jiaotong University，Shanghai 200030，P. R. China |
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| 摘 要： | A shortest path routing algorithm based on transient chaotic neural network is proposed in this paper. Gam-pared with previous models adopting Hopfield neural network, this algorithm has a higher ability to overcome the local minimum, and achieves a better performance. By introducing a special post-processing technique for the output matrixes, our algorithm can obtain an optimal solution with a high probability even for the paths that need more hops in large-size networks.
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Shortest Path Routing Algorithm Based on Chaotic Neural Network |
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| Hu Shiyu , Xie Jianying Automation Research Institute,Shanghai Jiaotong University,Shanghai ,P. R. China. Shortest Path Routing Algorithm Based on Chaotic Neural Network[J]. Journal of Systems Engineering and Electronics, 2003, 14(4) |
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| Authors: | Hu Shiyu & Xie Jianying Automation Research Institute Shanghai Jiaotong University Shanghai P. R. China |
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| Affiliation: | Automation Research Institute, Shanghai Jiaotong University, Shanghai 200030, P. R. China |
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| Abstract: | A shortest path routing algorithm based on transient chaotic neural network is proposed in this paper. Gam-pared with previous models adopting Hopfield neural network, this algorithm has a higher ability to overcome the local minimum, and achieves a better performance. By introducing a special post-processing technique for the output matrixes, our algorithm can obtain an optimal solution with a high probability even for the paths that need more hops in large-size networks. |
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| Keywords: | shortest path routing neural network transient chaos post-processing. |
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