The paper presents the recurrent fuzzy neural network (RFNN) trained by modified particle swarm optimization (MPSO) methods for identifying the dynamic systems and chaotic observation prediction. (techscience.com)
C. W. Hung, W. L. Mao and H. Y. Huang, "Modified pso algorithm on recurrent fuzzy neural network for system identification," Intelligent Automation & Soft Computing , vol. 25, no.2, pp. 329-341, 2019. (techscience.com)
Prediction of PM2.5 concentration based on self-organizing recurrent fuzzy neural network[J]. CAAI Transactions on Intelligent Systems, 2018, 13(4): 509-516. (rhhz.net)
To address the nonlinear dynamic variation in the concentration of fine particulate matter (PM2.5), in this paper, we propose a novel self-organizing recurrent fuzzy neural network (SORFNN) for predicting the hourly PM2.5 concentration. (rhhz.net)
Next, we added or deleted a nerve cell to the regularized layer, based on the ε criterion and partial least squares algorithm, to automatically adjust the recurrent fuzzy neural network. (rhhz.net)