基于S-粗集的反辐射导弹识别算法研究

针对具有动态特征的信息系统,在S-粗集属性迁移理论基础上,给出了S-粗集上的区分矩阵,提出了一种基于S-粗集区分矩阵的属性约简算法.该算法弥补了Z.Pawlak粗集理论对于动态系统知识发现的局限,通过属性迁移对不完备的信息系统进行动态扩展.约简后生成的规则简单准确.本文的算法具有理论与应用的一般性、广泛性,对于现代战场中的删识别,更显示出了极强的优越性.

An ARM Identification Algorithm Based on S-Rough Set

To the information system which possesses dynamic characteristic, the discernable matrix of S-rough set is put forward based on S-rough set attribute transfer theory, and a new attribute reduction algorithm is presented based on discernable matrix of S-rough set in this paper. The algorithm makes up the localization of Z.Pawlak rough set theory in disposing dynamic system knowledge discovery, the incomplete information system is extended by attribute transfer, and reduction rules are simple and exact. The algorithm has universality in theory and application, and it shows exceeding advantage in the ARM identification.