| 知识获取技术及其在网络智能故障诊断中的应用 |
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| 引用本文： | 臧亮,夏德麟,晏蒲柳.知识获取技术及其在网络智能故障诊断中的应用[J].计算机工程,2001(10). |
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| 作者姓名： | 臧亮 夏德麟 晏蒲柳 |
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| 作者单位： | 武汉大学电信学院 武汉430072
(臧亮，夏德麟)，武汉大学电信学院 武汉430072(晏蒲柳) |
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| 基金项目： | 国家“智能网络管理系统”项目863 |
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| 摘 要： | 基于遗传算法提出了一种新型的机器学习方法,它利用遗传算法的全局寻优手段,为解决知识获取这一瓶颈问题另辟捷径。论述了该方法的原理及其实现过程,并且给出了网络故障诊断应用实例,证明了它的有效性。
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| 关 键 词： | 遗传算法 机器学习 故障诊断 智能网管 |
Knowledge Acquisition and Its Application in Intelligent Fault Diagnosis of Network |
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| ZANG Liang,XIA Delin,YAN Puliu.Knowledge Acquisition and Its Application in Intelligent Fault Diagnosis of Network[J].Computer Engineering,2001(10). |
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| Authors: | ZANG Liang XIA Delin YAN Puliu |
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| Abstract: | A new method of machine learning based on genetic algorithm is described in this paper. It takes advantage of the global optimization ability of the genetic algorithm, and makes learning from examples more efficiently and exactly. It is used to the knowledge acquisition for the fault diagnosis of computer networks. Experiments reveal that it runs validly and effectively. |
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| Keywords: | Genetic algorithm Machine learning Fault diagnosis Intelligent network management |
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