Online learning algorithms for nonlinear regression of time - varying systems

• Main Author: Ye, Yi Yang
• Other Authors: Hu Jinwen
• Format: Final Year Project
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
• Online Access: http://hdl.handle.net/10356/63910
• Institution: Nanyang Technological University

In industry, there often exists a need from manufacturers for a model that accurately predicts machine yield and allows further fine-tuning of input settings to improve quality without physical testing; saving on cost and time. And this can be achieved by machine learning, since machine learning is...