%0 Journal Article
%T STUDY ON METHODOLOGY OF COMPREHENSIVE INTELLIGENT ANALYSIS AND OPTIMUM DESIGN FOR LANDSLIDE<br>滑坡的综合集成智能分析与优化设计方法研究
%A Feng Xiating
%A Li Shaojun
%A Zhang Youliang
%A Liu Jian
%A Zhao Hongbo
%A Yin Shunde
%A <br>冯夏庭
%A 李邵军
%A 张友良
%A 刘建
%A 赵洪波
%A 尹顺德
%J 岩石力学与工程学报
%D 2003
%I 
%X Considering the highly nonlinear mechanical problem affected by many factors,the integration of intelligence,global optimum and determined mechanics is very attractive to analysis and control design of landslide. The state-of-the-art of the study results on monitoring,intelligent prediction,analysis and optimum design of landslide is presented,including integrated intelligent analysis and optimum design methodology,support vector machine of displacement time series,back analysis of mechanical parameters using evolutionary support vector machine-finite element method,optimum design of reinforcement of landslide using evolutionary neural network-numerical method,and their applications to stability analysis and optimum design of highway slopes and large Three Gorges reservoir slopes. The results indicate that the suggested methodology is scientific and applicable. At the end,the development future on this topic is also discussed.
%K landslide
%K integrated intelligent method
%K support vector machine
%K back analysis of parameters
%K evolutionary neural network
%K optimum design<br>滑坡
%K 优化设计
%K 非线性力学
%K 神经网络
%K 综合集成智能分析
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=D3421FAA1A0A0F0C&jid=35E747D791A1346351AFB523B7FA35CB&aid=31A3371C598B5CAB&yid=D43C4A19B2EE3C0A&vid=BC12EA701C895178&iid=F3090AE9B60B7ED1&sid=D8780850D7A0B267&eid=24134956E37ADE2E&journal_id=1000-6915&journal_name=岩石力学与工程学报&referenced_num=8&reference_num=10