Online learning algorithms for nonlinear regression of time - varying systems

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...

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Bibliographic Details
Main Author: Ye, Yi Yang
Other Authors: Hu Jinwen
Format: Final Year Project
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10356/63910
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Institution: Nanyang Technological University
Language: English