计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2013年
16期
121-123,141
,共4页
鲁文霞%李巧艳%刘亚梅%马盈仓
魯文霞%李巧豔%劉亞梅%馬盈倉
로문하%리교염%류아매%마영창
粗糙集理论%实值系统%属性约简
粗糙集理論%實值繫統%屬性約簡
조조집이론%실치계통%속성약간
rough set theory%real system%attribute reduction
研究实值决策系统中的知识获取是粒计算研究的主要方向之一。为给出一种高效的知识获取方法,基于邻域粗糙集的原理,针对实值特点,在相容的实值决策系统中,给出判别度描述下的约简定义。进一步提出一种基于判别度的属性约简的启发式算法,同时对算法的性质进行了分析,通过实例验证了算法的有效性。
研究實值決策繫統中的知識穫取是粒計算研究的主要方嚮之一。為給齣一種高效的知識穫取方法,基于鄰域粗糙集的原理,針對實值特點,在相容的實值決策繫統中,給齣判彆度描述下的約簡定義。進一步提齣一種基于判彆度的屬性約簡的啟髮式算法,同時對算法的性質進行瞭分析,通過實例驗證瞭算法的有效性。
연구실치결책계통중적지식획취시립계산연구적주요방향지일。위급출일충고효적지식획취방법,기우린역조조집적원리,침대실치특점,재상용적실치결책계통중,급출판별도묘술하적약간정의。진일보제출일충기우판별도적속성약간적계발식산법,동시대산법적성질진행료분석,통과실례험증료산법적유효성。
The study of knowledge acquisition for the real value decision system is one of the main directions of the granular computing research. For giving an efficient knowledge acquisition method, based on the neighborhood of rough set theory and according to the characteristics of the real value, the reduction definition based on discriminate degree is proposed in the paper. Moreover, the heuristic algorithm of attribute reduction based on discriminate degree is given for compatible real decision sys-tem, and the properties of algorithm are discussed. The effectiveness of the algorithm are showed by an example.