Online learning algorithms for nonlinear regression of time - varying systems

• 主要作者: Ye, Yi Yang
• 其他作者: Hu Jinwen
• 格式: Final Year Project
• 語言: English
• 出版: 2015
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering
• 在線閱讀: http://hdl.handle.net/10356/63910
• 機構: 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...