| 多层前向网络的全局最优化问题 |
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| 引用本文： | 董聪.多层前向网络的全局最优化问题[J].大自然探索,1996,15(4):27-31. |
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| 作者姓名： | 董聪 |
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| 作者单位： | 清华大学 |
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| 基金项目： | 国家自然科学基金，航空科学基金，清华大学CIMS基金，攀登计划重大项目和863计划资助 |
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| 摘 要： | 本文对多层前向网络的全局最优化问题进行了系统的分析，给出了全局最优化算法应具备的基本条件和一种算法格式，对这种算法格式的合理性进行了论证，对该领域未来的研究热点作了说明。
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| 关 键 词： | 前向网络 拓扑 网络理论 数学理论 |
ON THE GLOBAL OPTIMIZATION OF MULTILAYER FEEDFORWARD |
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| NEURAL NETWORK,Dong Cong.ON THE GLOBAL OPTIMIZATION OF MULTILAYER FEEDFORWARD[J].Discovery of Nature,1996,15(4):27-31. |
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| Authors: | NEURAL NETWORK Dong Cong |
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| Abstract: | In this paper, a systematic analysis is made on the global optimization of multilayer feedforward neural network, some fundamental conditions which need be met by any algorithm of global optimization are presented, a practicable algorithm of global optimization is suggested and reasonableness and validity of the present algorithm is explained. Besides these, some important research fields of feedforward neural network is predicted. |
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| Keywords: | feedforward neural network topology global optimization mechanism analysis |
| 本文献已被 CNKI 维普 等数据库收录！ |
