Nonlinear structural modeling using multivariate adaptive regression splines

• Main Authors: Zhang, Wengang, Goh, Anthony Teck Chee
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Nonlinearity; Basis function; Multivariate adaptive regression splines; Structural analysis; Neural networks
• Online Access: https://hdl.handle.net/10356/81543; http://hdl.handle.net/10220/39605
• Institution: Nanyang Technological University

Various computational tools are available for modeling highly nonlinear structural engineering problems that lack a precise analytical theory or understanding of the phenomena involved. This paper adopts a fairly simple nonparametric adaptive regression algorithm known as multivariate adaptive regre...