期刊文献+

基于信息系统的区分矩阵增量求核算法

Incremental computing core algorithm based on discernibility matrix of information system
下载PDF
导出
摘要 针对动态变化的信息系统及其增量求核算法效率不理想的情况,对信息系统进行了简化,证明了简化的区分矩阵的核与原来区分矩阵的核是一致的,并在此基础上提出了一种基于简化的区分矩阵增量求核算法。当有新对象增加到信息系统时,算法能较好地利用原来信息系统中的有用信息进行增量求核,通过示例说明分析了算法的有效性。 In view of information systems are dynamic and the efficiency of incremental updating algorithm for computing core is not ideal,information system is simplified,it is proved that core based on the simplified discernibility matrix is equivalent to that based on the previous one,on this condition,an incremental computing core algorithm based on simplified discernibility matrix is designed,when a new object is added to information system,the advantage of the new algorithm can effectively make use of the original information to incrementally compute the core.An example is used to illustrate the efficiency of the algorithm.
作者 张长胜
出处 《计算机工程与应用》 CSCD 2012年第11期43-46,共4页 Computer Engineering and Applications
基金 浙江省教育厅科研基金(No.Y200907161)
关键词 粗糙集 区分矩阵 核属性 增量计算 信息系统 rough set discernibility matrix core incremental computing information system
  • 相关文献

参考文献9

二级参考文献33

  • 1叶东毅,陈昭炯.一个新的二进制可辨识矩阵及其核的计算[J].小型微型计算机系统,2004,25(6):965-967. 被引量:49
  • 2杨明,孙志挥.改进的差别矩阵及其求核方法[J].复旦学报(自然科学版),2004,43(5):865-868. 被引量:71
  • 3闫德勤.不相容信息系统的规范格式与差别矩阵[J].计算机工程与应用,2004,40(36):45-46. 被引量:15
  • 4曾黄麟.粗集理论及其应用[M].重庆:重庆大学出版社,1998..
  • 5Hu Xiaohua,Cercone N.Learning in Relational Databases:A Rough Set Approach[J].Computational Intelligence,1995,11(2):323-337.
  • 6Liang Ji Ye,Xu Zong-Ben.The algorithm on knowledge reduction in incomplete information systems.International Journal of Uncertainty,Fuzziness and Knowledge Based Systems,2002,10(1):95~103
  • 7Pawlak Z..Rough sets.International Journal of Information and Computer Science,1982,11(5):341~356
  • 8Pawlak Z..Rough set approach to multi-attribute decision analysis.European Journal of Operational Research,1994,72(3):443~459
  • 9Hu X.H.,Cercone N..Learning in relational databases:A rough set approach.Computational Intelligence,1995,11(2):323~338
  • 10Jelonek J.,Krawiec K.,Slowinski R..Rough set reduction of attributes and their domains for neural networks.Computational Intelligence,1995,11(2):339~347

共引文献566

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部