Robust training algorithm of neural network and support vector machine for pattern recognition and control

• Main Author: Hu, Wenjie.
• Other Authors: Song, Qing
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation
• Online Access: http://hdl.handle.net/10356/4416
• Institution: Nanyang Technological University

Traditional neural network approaches have suffered from difficulties with gener-alization ability and the over- fitting problem always plagues artificial lintelligence researchers.The support vector machines (SVMs)is a new and very promising classification technique developed by Vapnik and his rese...