Stochastic sampling using moving least squares response surface approximations

• Main Authors: Taflanidis, Alexandros A., Cheung, Sai Hung
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2013
• Online Access: https://hdl.handle.net/10356/100845; http://hdl.handle.net/10220/16888
• Institution: Nanyang Technological University

This work discusses the simulation of samples from a target probability distribution which is related to the response of a system model that is computationally expensive to evaluate. Implementation of surrogate modeling, in particular moving least squares (MLS) response surface methodologies, is sug...