计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2014年
20期
124-129
,共6页
区间值信息系统%相似度%相似率%双精度容差关系%属性约简
區間值信息繫統%相似度%相似率%雙精度容差關繫%屬性約簡
구간치신식계통%상사도%상사솔%쌍정도용차관계%속성약간
interval-valued information system%similarity%similar rate%dual-variables precision tolerance relation%attri-bute reduction
为了处理一般的区间值信息系统,给出了基于相离度的相似度定义,提出了基于相似度和相似率的双精度容差关系,讨论了在双精度容差关系下区间值信息系统的属性约简与判定,并给出了一种新的基于二进制辨识矩阵的属性约简算法,同时还分别讨论了相似度和相似率对区间值信息系统的属性约简的影响。通过实例分析说明了属性约简的具体操作方法和算法的有效可行性。
為瞭處理一般的區間值信息繫統,給齣瞭基于相離度的相似度定義,提齣瞭基于相似度和相似率的雙精度容差關繫,討論瞭在雙精度容差關繫下區間值信息繫統的屬性約簡與判定,併給齣瞭一種新的基于二進製辨識矩陣的屬性約簡算法,同時還分彆討論瞭相似度和相似率對區間值信息繫統的屬性約簡的影響。通過實例分析說明瞭屬性約簡的具體操作方法和算法的有效可行性。
위료처리일반적구간치신식계통,급출료기우상리도적상사도정의,제출료기우상사도화상사솔적쌍정도용차관계,토론료재쌍정도용차관계하구간치신식계통적속성약간여판정,병급출료일충신적기우이진제변식구진적속성약간산법,동시환분별토론료상사도화상사솔대구간치신식계통적속성약간적영향。통과실례분석설명료속성약간적구체조작방법화산법적유효가행성。
In order to deal with the general interval-valued information system, this paper provides the definition of simi-larity which is based on deviation degree, gives the dual-variables precision tolerance relation which is based on similarity and similar rate, discusses the attribute reduction and judgment of interval-valued information system in the condition of dual-variables precision tolerance relation, gives a new attribute reduction algorithm which is based on the binary discerni-bility matrix, and at the same time discusses the effect of similarity and similar rate to the attribute reduction. The example shows the specific operation method of attribute reduction and the effective feasibility of algorithm.