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Machine Identification of Structural Damage Based on Support Vector
Author(s): 
Pages: 63-66
Year: Issue:  2
Journal: Journal of Tangshan Teachers College

Abstract: 支持向量机是一种基于统计学习理论和结构风险最小化原则的新型机器学习算法.介绍了支持向量机分类概率估计和回归估计,构造基于模态频率的损伤指标标识量,根据分类概率估计与回归算法计算结构损伤位置及程度.通过简支梁仿真算例,验证了该方法的有效性.
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