Time Series Prediction Using Fuzzy Cerebellar Model Articulation Controller with Symbiotic Particle Swarm Optimization
Chin‐Ling Lee, Cheng‐Jian Lin · International Journal of Information and Education Technology · 2013
In this paper, a fuzzy cerebellar model articulation controller (FCMAC) model with learning ability is proposed for solving the time series prediction problem.An efficient learning algorithm, called symbiotic particle swarm optimization (SPSO), combined symbiotic evolution and modified particle swarm optimization for tuning parameters of the FCMAC.Simulation results show that the converging speed and root mean square error (RMS) of the proposed method has a better performance than those of other methods.