节点文献
决策树算法在智能断路器中的应用
Application of decision tree algorithm in intelligent circuit breaker
【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。
【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.
【基金】 河北省自然科学基金资助项目(F2005000077)
- 【文献出处】 河北科技大学学报 ,Journal of Hebei University of Science and Technology , 编辑部邮箱 ,2006年04期
- 【分类号】TM561
- 【被引频次】5
- 【下载频次】90