LS-SVM and Monte Carlo methods based reliability analysis for settlement of soft clayey foundation

• 作 者: Yinghe Wang Xinyi Zhao Baotian
• 机 构: ChinaRailwaySiyuanSurveyandDesignGroupCo.,InstituteofGeotechnicalEngineering
• 出 处: 岩石力学与岩土工程学报：英文版
• 发表日期: 2013年4期
• 关键词: LS-SVM 可靠性分析 蒙特卡罗方法 地基沉降 软粘土地基 最小二乘支持向量机 快速拉格朗日分析 计算结果 Foundation settlement Rel
• 基金项目: The authors thank Professor Kok-Kwang Phoon from National University of Singapore （NUS） for his suggestions which have been very useful in improving this paper.

A method which adopts the combination of least squares support vector machine(LS-SVM) and Monte Carlo(MC) simulation is used to calculate the foundation settlement reliability.When using LS-SVM,choosing the training dataset and the values for LS-SVM param