| 神经网络用于二次优化存在的问题及解决方法 |
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| 引用本文： | 赵强福. 神经网络用于二次优化存在的问题及解决方法[J]. 北京理工大学学报, 1994, 14(1): 1-5 |
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| 作者姓名： | 赵强福 |
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| 作者单位： | 北京理工大学电子工程系 |
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| 摘 要： |
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| 关 键 词： | 二次规划 神经网络 二次优化 |
Problems of Neural Networks in Quadratic Optimization and Their Solution |
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| Zhao Qiangfu. Problems of Neural Networks in Quadratic Optimization and Their Solution[J]. Journal of Beijing Institute of Technology(Natural Science Edition), 1994, 14(1): 1-5 |
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| Authors: | Zhao Qiangfu |
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| Abstract: | The convergence property of discrete Hopfield neural networks(DHN-N) is studied. It is pointed out that DHN'N is either not convergent or unable to get the global optical solution. A more effidrit algorithm is then proposed, that is suitable for massively paraflel computation since it has the same structure as DHNN. The convergenee of the new algorithm can be guarantee, and an algorithm with high orderof convergence can be derived. Thus, the new algorithm is an effident vary for afl theoptition of quadrahc problems. |
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| Keywords: | quadratic programming parallel/neural networks high order convergence |
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