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基于粗糙集理论的膨胀土分级模型及应用
引用本文:赵磊,宦秉炼,马冬梅,王丽.基于粗糙集理论的膨胀土分级模型及应用[J].科学技术与工程,2010,10(30).
作者姓名:赵磊  宦秉炼  马冬梅  王丽
作者单位:昆明理工大学国土资源与工程学院,昆明,650093
摘    要:将粗糙集理论与模糊集理论相结合并应用于膨胀土分级问题中,利用粗糙集中的知识约简方法挖掘评价指标.把权重问题转成粗糙集理论中属性重要性问题,建立了关于膨胀土分级评价的关系数据模型。将评价结果与实际的评价结果对比分析,研究结果表明:预测等级与实际结果吻合,比较客观地反映了膨胀土分类的复杂状况,且该方法操作简单。

关 键 词:粗糙集  膨胀土  分级  知识约简
收稿时间:8/2/2010 7:48:43 PM
修稿时间:2010/8/20 0:00:00

Expansive Soil Classification Model Based on Rough Set and Its Application
ZHAO Lei,HUAN Bing-lian,MA Chun-mei,WANG Li.Expansive Soil Classification Model Based on Rough Set and Its Application[J].Science Technology and Engineering,2010,10(30).
Authors:ZHAO Lei  HUAN Bing-lian  MA Chun-mei  WANG Li
Institution:ZHAO Lei,HUAN Bing-lian,MA Chun-mei,WANG Li(Faculty of Land Resource,Kuming University of Science and Technology,Kuming 650093,P.R.China)
Abstract:a method based on rough set theory and fuzzy assessment is proposed to classify expansive soil, the evaluated indexes are selected by use of knowledge reduction method of rough set theory .The problem of weighting coefficient is converted into that of significance estimating on the attributes in rough set. And a classification model of expansive soil was established. The results show that the predicted classification is consistent with the actually measured ones. Therefore, the classification model, reflecting the complexity situation of expansive soil objectively, is effective and available to the classification of the grade of expansion for the expansive soils, and easy to operate.
Keywords:rough sets  expansive  classification  knowledge reduction
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