Robust adaptive fuzzy control using genetic algorithm for dynamic positioning system

XK Dang, VD Do, XP Nguyen - IEEE Access, 2020 - ieeexplore.ieee.org
This paper aims to develop a genetic algorithm to adjust an fuzzy controller for Vessels'
Dynamic Positioning System (Vessels' DPs). It is well-known that nonlinearities affecting the …

Improving Fuzzy Rule Classifier with Brain Storm Optimization and Rule Modification

Y Huang, W Liu, X Zang - arXiv preprint arXiv:2410.01413, 2024 - arxiv.org
The expanding complexity and dimensionality in the search space can adversely affect
inductive learning in fuzzy rule classifiers, thus impacting the scalability and accuracy of …

Brain storm optimization algorithm for data classification

Z Zhang, S Zhu, T Li, B Li - 2021 - researchsquare.com
With the increasing of the number of dimensions or variables in the search space, the
inductive learning of fuzzy rule classifier will be influenced by the generation and …