Neuro-controller design by using the multifeedback layer neural network and the particle swarm optimization

R Coban, IO Aksu - Tehnički vjesnik, 2018 - hrcak.srce.hr
Sažetak In the present study, a novel neuro-controller is suggested for hard disk drive (HDD)
systems in addition to nonlinear dynamic systems using the Multifeedback-Layer Neural …

Training the multifeedback-layer neural network using the Particle Swarm Optimization algorithm

IO Aksu, R Coban - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
In this study, the Multifeedback-Layer Neural Network (MFLNN) weights are trained by the
Particle Swarm Optimization (PSO). This method (MFLNN-PSO) is applied to two different …

Forecasting crude oil production using quadratic regression and layer recurrent neural network models

A Pwasong, S Sathasivam - AIP Conference Proceedings, 2016 - pubs.aip.org
In this study, a quadratic regression model and a two layered layer recurrent neural network
(TLLRNN) method were used to model forecasting performance of the daily crude oil …

Forecasting comparisons using a hybrid ARFIMA and LRNN models

A Pwasong, S Sathasivam - Communications in Statistics …, 2018 - Taylor & Francis
In this article, an autoregressive fractionally integrated moving average model (ARFIMA) and
a layer recurrent neural network (LRNN) were combined to form a hybrid forecasting model …

[PDF][PDF] Multifeedback-layer neural network controller design using particle swarm optimization algorithm for hard disk drive control

İÖ Aksu - 2013 - libratez.cu.edu.tr
In this paper, the weights of the Multifeedback-Layer Neural Network (MFLNN) which has
recently proposed are trained by the Particle Swarm Optimization (PSO) algorithm. To …

[PDF][PDF] Çok Katmanlı-Geri Beslemeli Yapay Sinir Ağı (MFLNN) ve Parçacık Sürü Optimizasyon Algoritması (PSO) Kullanarak Bir DC Motor Tanılaması Identification of A …

İÖ AKSU, R ÇOBAN - emo.org.tr
Özet Bu çalışmada, bir DC motorun dinamik yapısının tanılanması için Çok Katmanlı-Geri
Beslemeli Sinir Ağı (MFLNN) kullanılmıştır. MFLNN ağı, ileri yönlü ve geri yönlü bağlantılar …

[引用][C] Application of Regression and Neural Network Models in Computing Forecasts for Crude Oil Productions

A Pwasong, C Nimyel - IOSR Journal of Mathematics, 2015