Binary particle swarm optimization structure selection of nonlinear autoregressive moving average with exogenous inputs (NARMAX) model of a flexible robot arm

QR Code

Binary particle swarm optimization structure selection of nonlinear autoregressive moving average with exogenous inputs (NARMAX) model of a flexible robot arm

The Nonlinear Auto-Regressive Moving Average with Exogenous Inputs (NARMAX) model is a powerful, efficient and unified representation of a variety of nonlinear models. The model's construction involves structure selection and parameter estimation, which can be simultaneously performed using the...

Full description

Bibliographic Details
Published in:	International Journal on Advanced Science, Engineering and Information Technology
Main Author:	Yassin I.M.; Zabidi A.; Ali M.S.A.M.; Tahir N.M.; Abidin H.Z.; Rizman Z.I.
Format:	Article
Language:	English
Published:	Insight Society 2016
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84995804411&doi=10.18517%2fijaseit.6.5.919&partnerID=40&md5=3c966e87829ca48e798ce1520303725c

Similar Items

Preliminary Modelling of Solar Quiet Geomagnetic Field Average using Non-Linear Autoregressive with Exogeneous Input (NARX)
by: Hashim M.H.; Jusoh M.H.; Burhanudin K.; Yassin I.M.; Hamid N.S.A.; Radzi Z.M.; Yoshikawa A.
Published: (2022)

Nonlinear autoregressive with exogeneous input neural network time series model performance: bitcoin price prediction
by: Rashid N.A.; Ismail M.T.
Published: (2024)

Non-Linear Autoregressive with Exogenous Input (Narx) Chiller Plant Prediction Model
by: Zabidi A.; Jaya M.I.M.; Din W.I.S.W.; Hassan H.A.; Yassin I.M.
Published: (2021)

Autoregressive Integrated Moving Average (ARIMA) Algorithm Adaptation for Business Financial Forecasting
by: Samah K.A.F.A.; Mohd Khalid N.A.; Jasmis J.; Deraman N.A.; Riza L.S.; Othman Z.
Published: (2024)

Temperature Simulation Using Nonlinear Autoregressive with Exogenous Algorithm Integrated with PID Controller
by: Aziz M.; Azman H.; Kadir K.; Vijyakumar K.; Khan M.R.B.; Rizuan S.
Published: (2023)

Human-like driver model for emergency collision avoidance using neural network autoregressive with exogenous inputs
by: Hassan N.; Ariff M.H.M.; Zamzuri H.; Saruchi S.A.; Wahid N.
Published: (2024)

A Systematic Review of Neural Network Autoregressive Model with Exogenous Input for Solar Radiation Prediction Modelling Development
by: Mohd M.R.S.; Johari J.; Ruslan F.A.
Published: (2023)

The performance of Binary Artificial Bee Colony (BABC) in structure selection of polynomial NARX and NARMAX Models
by: Zabidi A.; Tahir N.M.; Yassin I.M.; Rizman Z.I.
Published: (2017)

The application of seasonal autoregressive integrated moving average (SARIMA) model in forecasting Malaysia mean sea level
by: Marsani M.F.; Someetheram V.; Mohd Kasihmuddin M.S.; Mohd Jamaludin S.Z.; Mansor M.A.; Badyalina B.
Published: (2024)

Particle swarm optimization and least squares estimaton of NARMAX
by: Abdullah S.M.; Yassin A.I.M.; Tahir N.M.
Published: (2015)

Malaysian tourism interest forecasting using Nonlinear Auto-Regressive Moving Average (NARMA) model
by: Kadir S.N.; Tahir N.M.; Yassin I.M.; Zabidi A.
Published: (2014)

Multi-Layer Perceptron (MLP)-based Nonlinear Auto-Regressive with Exogenous Inputs (NARX) stock forecasting model
by: Yassin I.M.; Abdul Khalid M.F.; Herman S.H.; Pasya I.; Ab Wahab N.; Awang Z.
Published: (2017)

Nonlinear multi independent variables in quantifying river bank erosion using Neural Network AutoRegressive eXogenous (NNARX) model
by: Saadon, et al.
Published: (2024)

Nonlinear multi independent variables in quantifying river bank erosion using Neural Network AutoRegressive eXogenous (NNARX) model
by: Saadon A.; Abdullah J.; Mohd Yassin I.; Muhammad N.S.; Ariffin J.
Published: (2024)

Extended analysis of bpso structure selection of nonlinear auto-regressive model with exogenous inputs (NARX) of direct current motor
by: Yassin I.M.; Taib M.N.; Adnan R.
Published: (2014)

MODELLING ROAD ACCIDENTS IN SELANGOR: A COMPARATIVE ANALYSIS BY USING SEASONAL AUTOREGRESSIVE INTEGRATED MOVING AVERAGE (SARIMA) AND ARTIFICIAL NEURAL NETWORK (ANN)
by: Azan W.N.A.W.M.; Borhan N.; Zahari S.M.
Published: (2023)

Nonlinear Auto-Regressive with Exogenous Inputs (NARX) Modelling of Hydroponics Water pH Level in response to Acid and Alkaline Solutions
by: Saaid M.F.; Nordin M.K.; Yassin I.M.; Tahir N.M.
Published: (2023)

NARMAX identification of DC motor model using repulsive particle swarm optimization
by: Supeni E.; Yassin I.M.; Ahmad A.; Abdul Rahman F.Y.
Published: (2009)

Artificial Neural Network non-linear auto regressive moving average (NARMA) model for internet traffic prediction
by: Sahrani M.N.; Zan M.M.M.; Yassin I.M.; Zabidi A.; Ali M.S.A.M.
Published: (2017)

Smoothing Sensor Data in a Controlled IoT Framework with Moving Averages
by: Zulhakim A.M.; Fazlida Hanim Abdullah W.; Abdul Halim I.S.; Binti Haji Mamat R.; Alif Muslan M.I.; Zaki Abu Bakar A.
Published: (2023)

Enhancing PETRONAS share price forecasts: a hybrid Holt integrated moving average
by: Fozi N.Q.M.; Hasan N.I.A.; Aziz A.A.; Zahari S.M.; Ganggayah M.D.
Published: (2025)

Effect of swarm size parameter on Binary Particle Swarm optimization-based NARX structure selection
by: Yassin I.M.; Taib M.N.; Adnan R.; Salleh M.K.M.; Hamzah M.K.
Published: (2012)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Ali, et al.
Published: (2024)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Amin Megat Ali M.S.; Zabidi A.; Md Tahir N.; Mohd Yassin I.; Eskandari F.; Saadon A.; Taib M.N.; Ridzuan A.R.
Published: (2024)

Binary particle swarm optimization for feature selection in detection of infants with hypothyroidism
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2011)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza L.S.; Putra Z.A.Y.; Zain M.I.; Trihutama F.Z.; Utama J.A.; Samah K.A.F.A.; Herdiwijaya D.; NQZ R.A.; Mumpuni E.S.; Priyatikanto R.
Published: (2024)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza, et al.
Published: (2024)

Intelligent tuning of pid controller for double-link flexible robotic arm manipulator by artificial bee colony algorithm
by: Jamali A.; Mat Darus I.Z.; Talib M.H.A.; Yatim H.M.; Hadi M.S.; Tokhi M.O.
Published: (2021)

Binary particle swarm optimization for selection of features in the recognition of infants cries with asphyxia
by: Zabidi A.; Mansor W.; Lee Y.K.; Yassin I.M.; Sahak R.
Published: (2011)

Exponentially Weighted Moving Average Charts Based on Interval Type-2 Fuzzy Numbers: Analyses of Quality Control and Performance
by: Mohd Razali N.H.; Abdullah L.; Ab Ghani A.T.; Zaharudin Z.A.; Afthanorhan A.
Published: (2024)

MySQL database lookup table for Binary Particle Swarm optimization-based system identification
by: Yassin I.M.; Taib M.N.; Adnan R.; Salleh M.K.M.; Hamzah M.K.
Published: (2012)

Binary particle swarm optimization and f-ratio for selection of features in the recognition of asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)

Hub Angle Control of Double Link Flexible Robotic Arm Manipulator Using PID Controller Tuned by Bacterial Foraging Optimization Algorithm
by: Rosnani A.A.M.; Hadi M.S.; Jamali A.; Darus I.Z.M.; Yatim H.M.; Talib M.H.A.
Published: (2023)

Symmetric and asymmetric impacts of the palm oil industry on carbon dioxide emissions in Malaysia based on linear and nonlinear autoregressive distributed lag models
by: Khalid N.; Ali M.H.; Ridzuan N.H.A.M.; Tseng M.-L.; Nadzir M.S.M.; Nor S.M.
Published: (2023)

Non-Linear Autoregressive Dissolved Oxygen Prediction Model for Paddy Irrigation Channel
by: Aisha S.M.; Thamrin N.M.; Ghazali M.F.; Ibrahim N.N.L.N.; Ali M.S.A.M.
Published: (2022)

ASSESSING THE PERFORMANCE OF HOLT INTEGRATED MOVING AVERAGE (HIMA) FOR PM2.5 CONCENTRATION IN MALAYSIA: A CONTRIBUTION TO SDG GOALS FOR AIR QUALITY AND HEALTH
by: Fozi N.Q.M.; Aziz A.A.; Nor N.A.M.; Shahidan W.N.W.
Published: (2024)

Intelligent Optimization of Novel Particle Swarm Optimization with Explorer (PSOE) for Identification of Flexible Manipulator System
by: Yatim H.M.; Zamri A.N.Y.; Hadi M.S.; Talib M.H.A.; Darus I.Z.M.
Published: (2022)

Vibration suppression of the horizontal flexible plate using proportional– integral–derivative controller tuned by particle swarm optimization
by: Hadi M.S.; Darus I.Z.M.; Ab.Talib M.H.; Yatim H.M.; Tokhi M.O.
Published: (2021)

Edu-Kit Arm Robot with Protocol Data for Robotics Course
by: Sendari S.; Zaeni I.A.E.; Rahmawati Y.; Rahmawati H.; Shodiq M.A.F.; Khoirurizka N.; Wibowo D.; Setumin S.; Mokhtar N.; Lin H.-I.; Hartono P.
Published: (2023)

Particle swarm optimization for NARX structure selection - Application on DC motor model
by: Yassin I.M.; Taib M.N.; Rahim N.A.; Salleh M.K.M.; Abidin H.Z.
Published: (2010)