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基于遗传规划的采空区地面沉陷预测分析
引用本文:张金水,闫长斌,邢光辉,李省.基于遗传规划的采空区地面沉陷预测分析[J].华北水利水电学院学报,2011(4):113-115.
作者姓名:张金水  闫长斌  邢光辉  李省
作者单位:小浪底水利枢纽建设管理局;黄河勘测规划设计有限公司;
摘    要:针对地下开采引起的岩层移动与变形,提出一种基于遗传规划的采空区地面沉陷预测新方法.基于MTLAB工具编制的遗传规划程序,选取影响地面沉陷的主要因素,搜集学习样本对程序进行了训练,建立了采空区地面沉陷预测的遗传规划模型.最后,利用有关实测数据,对模型进行了实例检验.结果表明,预测误差在工程允许范围之内,应用遗传规划方法进...

关 键 词:采空区  地面沉陷  遗传规划  预测

Prediction Analysis on the Surface Subsidence in Mined-out Areas Based on Genetic Programming
ZHANG Jin-shui,YAN Chang-bin,XING Guang-hui,LI Sheng.Prediction Analysis on the Surface Subsidence in Mined-out Areas Based on Genetic Programming[J].Journal of North China Institute of Water Conservancy and Hydroelectric Power,2011(4):113-115.
Authors:ZHANG Jin-shui  YAN Chang-bin  XING Guang-hui  LI Sheng
Affiliation:ZHANG Jin-shui~1,YAN Chang-bin~2,XING Guang-hui~2,LI Sheng~2 (1.Xiaolangdi Dam Project Construction and Management Bureau,Zhengzhou 450003,China,2.Yellow River Engineering Consulting Co.Ltd.,China)
Abstract:A new predicting method of surface subsidence in mined-out areas based on genetic programming(GP) was put forward,in allusion to the shift and displace of terrain as a result of underground mining.Based on GP program in MTLAB language,through selecting the main influencing factors of surface subsidence,and collecting practical mining induced surface subsidence data to train GP program,a GP model of surface subsidence prediction in mined-out areas was set up.Finally,the GP model was tested by the in-situ mea...
Keywords:mined-out areas  surface subsidence  genetic programming  prediction  
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