支持向量机及其在地基中的应用

Support Vector Machine and Its Application in Foundation Engineering

将支持向量机方法应用到地基工程中,提出了计算地基承载力的支持向量机方法.利用支持向量机表达地基承载力与地基参数之间的非线性映射关系,在此基础上计算地基的承载力.结果表明,该方法是科学的、可行的,为计算地基承载力提供了一条新途径.

Applied support vector machine to foundation engineering, and proposed support vector machine method to compute the foundation bearing capacity. Support vector machine repres- ented the nonlinear relationship between parameter of foundation and foundation bearing capacity, and compute the foundation bearing capacity based on this relationship. The results showed this method is scientific and feasible.