对象导出三支概念格的矩阵粗糙熵约简

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中图分类号：TP18 文献标志码：A 文章编号：0253-2395（2025）04-0713-12

Abstract：Atributeeductinisanmportatreseachissueinfraloncptanalysisdsekingefintatrbuteductioet odsisalsoaottopicofoneTspaperstuesatrbuteductiosofteducdteeaonptlatiyitroduc ing matrixroughentropyintotheforalcontext.Firstly，theOE-matrix （object-inducedthre-waymatrix）roughentropyof he OEconceptlaticeisdefinedbycombiningtheOE-objectgranularmatrixwithroughetropy，andOE-matrixsimlarityentropybased onthesimilarityofOE-objectgranularmatrixisproposedandtherelatedpropertiesofthemarediscused.Secondlytheatrix roughentropyconsistentsetandmatrixroughetropyreductionsetof theOE-conceptlaticesaredefined.Thenthejudgmenttheo remsforthe matrixroughentropyconsistentsetaregiven.Theimportance measureofatributesapplyingOE-matrixsimilarityentropyispropoed，byichtemethodandcoespondingalgorithmfrobaiingmatrixoughtropyattiuterductonaefur therlyinvstigatedinallprtsofteucioeuctdUCUsityiaase. Theexperimentalresultsshowed thatfordatasets withthecountofatributelessthan1Oand datasets withthecountofatribute greater than10， the reduction timewas reduced by anaverage of 69.1% and 97.5% ，respectively，confirming that the algorithm is

moresuitableforthelargesampledata.

Keywords：foalcntext;obect graularmatrix;matrixougheropyconsistentset; matrixsimilarityetropy;tributerductio

0 引言

由德国数学家Wile提出的概念格理论[1（也称为形式概念分析理论），是一种数据处理工具。（剩余17230字）