Generic self-evolving TSK fuzzy neural network with rough set (GSETSK+RS)

• Main Author: Qiu, Huiqian
• Other Authors: Quek Hiok Chai
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/149161
• Institution: Nanyang Technological University

Fuzzy neural networks are the hybrid of artificial neural networks and the fuzzy systems. The combination unites the strengths and eliminates the weaknesses of the individual system. There are two types of fuzzy neural networks: the Mamdani model and the Takagi-Sugeno-Kang (TSK) model. For complex p...