| 基于粗糙集的区间值属性决策表的有序规则获取 |
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| 引用本文： | 陆爱国,刘三阳,王珏,江莉.基于粗糙集的区间值属性决策表的有序规则获取[J].计算机工程与应用,2004,40(9):194-196. |
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| 作者姓名： | 陆爱国 刘三阳 王珏 江莉 |
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| 作者单位： | 西安电子科技大学应用数学系,西安,710071 |
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| 基金项目： | 教育部跨世纪优秀人才基金资助 |
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| 摘 要： | 提出一种基于粗糙集的区间值属性决策表的有序规则获取方法。首先根据区间数之间基于可能度的序关系,将区间值属性决策表转化为二元决策表,然后利用粗糙集理论进行分析并推理出最优规则,最后再将二元决策表的规则转化为区间值属性决策表的有序规则。实验分析表明了该方法的有效性。
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| 关 键 词： | 粗糙集 区间数 有序规则 规则获取 |
| 文章编号： | 1002-8331-(2004)09-0194-03 |
Rough Set-based Ordering Rules Acquisition in Interval Valued Decision Table |
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| Lu Aiguo Liu Sanyang Wang Jue Jiang Li.Rough Set-based Ordering Rules Acquisition in Interval Valued Decision Table[J].Computer Engineering and Applications,2004,40(9):194-196. |
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| Authors: | Lu Aiguo Liu Sanyang Wang Jue Jiang Li |
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| Abstract: | A new approach rough set-based for ordering rules acquisition in interval valued decision table is presented.This paper firstly transforms interval valued decision table into the binary decision table according to an order relation between interval numbers possibility-based,then induces optimal rules using rough set theory.Finally,rules induced in binary decision table are transformed into ordering rules in interval valued decision table.Simulation results show that the method is effective. |
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| Keywords: | Rough sets Interval numbers Ordering rules Rule acquisition |
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