scholarly journals Robust Fuzzy Factorization Machine with noise clustering-based membership function estimation

2021 ◽  
pp. 100024
Author(s):  
Katsuhiro Honda ◽  
Keita Hoshii ◽  
Seiki Ubukata ◽  
Akira Notsu
2019 ◽  
Vol 361 ◽  
pp. 101-113 ◽  
Author(s):  
Moufid Bouhentala ◽  
Mouna Ghanai ◽  
Kheireddine Chafaa

Author(s):  
Fachrudin Hunaini ◽  
Imam Robandi ◽  
Nyoman Sutantra

Fuzzy Logic Control (FLC) is a reliable control system for controlling nonlinear systems, but to obtain optimal fuzzy logic control results, optimal Membership Function parameters are needed. Therefore in this paper Particle Swarm Optimization (PSO) is used as a fast and accurate optimization method to determine Membership Function parameters. The optimal control system simulation is carried out on the automatic steering system of the vehicle model and the results obtained are the vehicle's lateral motion error can be minimized so that the movement of the vehicle can always be maintained on the expected trajectory


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