摘要
为有效解决城市抗震防灾规划中信息资料不完备的地下管线震害预测问题,首先,采用ROUSTIDA算法对地下管线决策信息表进行补齐;其次,采用改进的贪心算法进行决策表离散化,利用基于信息熵的启发式算法进行属性约简,抽取评价知识,形成规则,并根据规则库进行地下管线震害预测分析;最后,以泉州市地下管线实际情况为例进行分析,并将该模型预测结果与地下管线震害分析的理论法计算结果对比分析,识别准确率达到90%,说明了所提方法的有效性和可行性.
In order to solve the problem of seismic damage prediction of underground pipeline system,which lacks investigation data in planning urban hazardous prevention,rough set methodology was adopted to analyze the problem.Firstly,ROUSTIDA algorithm was used to complete missing values in decision table of underground pipelines with incomplete information system.Secondly,an improved Greedy algorithm was made use of the discretization of decision table and influenced factors reduction algorithm based on condition i...
出处
《北京工业大学学报》
EI
CAS
CSCD
北大核心
2009年第11期1499-1505,共7页
Journal of Beijing University of Technology
基金
国家十一五科技支撑计划资助项目(2006BAJ16B03
2006BAJ06B01
2006BAJ13B04)
关键词
粗糙集(RS)
不完备信息系统
地下管线
震害预测
rough set（RS）
incomplete information system
underground pipelines
seismic prediction
