A novel online AARS-based Pseudo Outer-Product Fuzzy Neural Network (online POPFNN-AARS)

• Main Author: Cheong, Tzeh Leong.
• Other Authors: Quek Hiok Chai
• Format: Final Year Project
• Language: English
• Published: 2010
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/40151
• Institution: Nanyang Technological University

This report introduces an incremental learning algorithm for the Pseudo Outer-Product Fuzzy Neural Network (POPFNN) together based on the Approximate Analogical Reasoning Schema (AARS). Fuzzy neural networks have been applied to many domains due to their strong reasoning and optimization capabilitie...