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基于二进制可分辨矩阵的快速求核算法

Quick computing core algorithm based on binary discernibility matrix
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摘要 目前,求核算法存在以下不足:求得的核与正区域的核不一致,求核算法的时间复杂度和空间复杂度不理想。针对上述问题,给出一种二进制可分辨矩阵的定义及其求核性质,并证明了由该性质获得的核与正区域的核是等价的,然后设计求核算法,该算法的时间复杂度为max{O(|C||U/CI^2),O(|C||UI)},空间复杂度为O(|C||U/CI^2)。最后实例说明该方法的可行性和有效性。 At present,the algorithms of the computing core have the following shortcomings: the core acquired from these algorithms is not the core based on positive region,the time complexity and space complexity are not good.Aiming at these problems,a binary discernibility matrix and correspondence property of computing core are provided.It is proved that the core acquired from the property is equivalent to the core based on positive region.Then,the computing core algorithm is designed,its time complexity is max{O(|C||U/CI^2),O(|C||UI)},and its space complexity is O(|C||U/CI^2).Finally,an example is given to explain the feasibility and availability of this method.
出处 《计算机工程与应用》 CSCD 北大核心 2009年第7期164-166,177,共4页 Computer Engineering and Applications
基金 安徽省自然科学基金No.O50420204 安徽高校省级自然科学研究项目No.KJ2008B117~~
关键词 粗糙集 等价类 可分辨矩阵 rough set equivalence class dicernibility matrix core
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