摘要
网格计算的资源管理涉及到大量的互联网资源,为了有效管理与应用系统资源,需要研究相应的资源管理模型。基于此探讨了粗糙集理论的相关算法,在此基础上提出了一个粗糙集理论与数据挖掘问题相结合的应用模型。在研究中对该模型进行了模拟数据实验测试,结果与算法的理论结果一致,为粗糙集理论在网格计算领域的应用做了一些力所能及的尝试。
The resources management of grid computation involves a lot of Internet resources. In order to effectively manage and apply system resources, the study on the corresponding resource management model is needed. Because of this reason, some relevant algorithms about rough set theroy are reseached. Based on this, a application model that apply the theo ry of rough set to solve the question of data mining is put {orward. The anolog data of the model was tested during the reseach. The results are consistent with the theoretical results of the algorithm. An effort has been made to apply the rough set theory in the field of grid computation.
出处
《现代电子技术》
2011年第6期94-97,共4页
Modern Electronics Technique
基金
陕西省科技厅自然科学基金资助项目(2009JM8019)
关键词
粗糙集
数据挖掘
属性约简
模拟数据
rough set
data mining
attribute reduction
simulation data
