| 决策树算法在智能断路器中的应用 |
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| 引用本文： | 王金英,王震洲,刘教民,王静红.决策树算法在智能断路器中的应用[J].河北科技大学学报,2006,27(4):302-305. |
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| 作者姓名： | 王金英 王震洲 刘教民 王静红 |
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| 作者单位： | 河北工业大学计算机科学与软件学院,天津,300130;华北电力大学电气工程学院,河北保定,071003;河北工业大学计算机科学与软件学院,天津,300130;华北电力大学电气工程学院,河北保定,071003;河北师范大学信息技术学院,河北石家庄,050091 |
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| 基金项目： | 河北省自然科学基金资助项目(F2005000077) |
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| 摘 要： | 由于现有断路器的开断策略过于复杂,算法设计者不能完全预测算法的执行结果,而将决策树算法应用到智能断路器中,利用C4.5算法对断路器采集的信息进行自动提取知识,根据获得的知识,以最大信息增益率来建立决策树,并进行了简化,能够满足对断路器实时性的要求。
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| 关 键 词： | 断路器 决策树 C4.5算法 |
| 文章编号： | 1008-1542(2006)04-0302-04 |
| 收稿时间： | 2006/7/3 0:00:00 |
| 修稿时间： | 2006年7月3日 |
Application of decision tree algorithmin intelligent circuit breaker |
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| WANG Jin-ying,WANG Zhen-zhou,LIU Jiao-min and WANG Jing-hong.Application of decision tree algorithmin intelligent circuit breaker[J].Journal of Hebei University of Science and Technology,2006,27(4):302-305. |
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| Authors: | WANG Jin-ying WANG Zhen-zhou LIU Jiao-min and WANG Jing-hong |
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| Institution: | School of Computer Science and Software, Hebei University of Technology, Tianjin 300130, China;College of Electrical Engineering, North China Electric Power University, Baoding Hebei 071003, China;School of Computer Science and Software, Hebei University of Technology, Tianjin 300130, China;Information Technology College,Hebei Normal University,Shijiazhuang Hebei 050091,China |
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| Abstract: | The paper analyzed the switch tactic and the deficiency of existing circuit breaker.Decision tree algorithm was applied and the paper explained the decision tree and described C4.5,which is one of the famous algorithms in decision tree.It got knowledge automatically from information collected by circuit breaker and made the decision tree based on the biggest gain ratio of the information attributes,using the creation algorithm of C4.5.The simplified decision-tree has more reasoning efficiency and satisfies the real-time need for circuit breaker. |
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| Keywords: | circuit breaker decision tree C4 5 algorithm |
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