A robust structure identification method for evolving fuzzy system

• Main Authors: Sa'ad, Hisham Haider Yusef, Nor Ashidi, Mat Isa, Ahmed, M. M., Sa'da, Adnan Haider Yusef
• Format: Article
• Language: English
• Published: Elsevier Ltd 2018
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/20375/1/A%20robust%20structure%20identification%20method%20for%20evolving%20fuzzy%20system1.pdf; http://umpir.ump.edu.my/id/eprint/20375/; https://doi.org/10.1016/j.eswa.2017.10.011; https://doi.org/10.1016/j.eswa.2017.10.011

This paper proposes a robust structure identification method (RSIM) based on incremental partitioning learning. RSIM starts with an open region (initial domain) that covers all input samples. The initial region starts with one fuzzy rule without fuzzy terms and then evolves through incremental parti...