Response surface methodology with prediction uncertainty : a multi-objective optimisation approach

• Main Authors: Chi, Guoyi, Hu, Shuangquan, Yang, Yanhui, Chen, Tao
• Other Authors: School of Chemical and Biomedical Engineering
• Format: Article
• Language: English
• Published: 2013
• Online Access: https://hdl.handle.net/10356/99506; http://hdl.handle.net/10220/12939
• Institution: Nanyang Technological University

In the field of response surface methodology (RSM), the prediction uncertainty of the empirical model needs to be considered for effective process optimisation. Current methods combine the prediction mean and uncertainty through certain weighting strategies, either explicitly or implicitly, to form...