Design of self-organizing fuzzy neural networks using evolutionary algorithms

• Main Author: Fan, Lihua
• Other Authors: Er Meng Joo
• Format: Final Year Project
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware,software and systems
• Online Access: http://hdl.handle.net/10356/46002
• Institution: Nanyang Technological University

In this thesis, an improved fast and accurate online self-organizing scheme for parsimonious fuzzy neural networks (FAOS-PFNN) has been proposed. The existing FAOS-PFNN has been proved that it can achieve fast learning speed and more compact network, as it only has growing procedure and do not have...