Probabilistic analysis of laterally loaded piles using response surface and neural network approaches

• Main Authors: Chan, Chin Loong, Low, Bak Kong
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2013
• Online Access: https://hdl.handle.net/10356/95804; http://hdl.handle.net/10220/10835
• Institution: Nanyang Technological University

The response surface and the neural network methodologies are two approaches that are commonly used in reliability analysis of geotechnical problems with implicit performance functions, to deal with the complexity of probabilistic analyses. This paper proposes a two-step hybrid approach for reliabil...