Non-parametric modeling of industrial systems using variable discrimination in wavelet

• Main Author: Cabigon, Noel Papas
• Format: text
• Language: English
• Published: Animo Repository 2001
• Subjects: Wavelets (Mathematics); Mathematical models; Systems engineering; Chemical Engineering
• Online Access: https://animorepository.dlsu.edu.ph/etd_doctoral/942
• Institution: De La Salle University

This paper presents a new non-parametric modeling technique. The method is simple and yet efficient and robust compared to existing non-parametric modeling procedures such as artificial neural network (ANN), principal component regression (PCR), and the traditional stepwise regression. It can solve...