Time Series Forecasting of Energy Commodity using Grey Wolf Optimizer

QR Code

Time Series Forecasting of Energy Commodity using Grey Wolf Optimizer

The ability to model and perform decision making is an essential feature of many real-world applications including the forecasting of commodity prices. In this study, a forecasting model based on a relatively new Swarm Intelligence (SI) behaviour, namely Grey Wolf Optimizer (GWO), is developed for s...

Full description

Bibliographic Details
Main Authors:	Zuriani, Mustaffa, Yuhanis, Yusof
Format:	Conference or Workshop Item
Language:	English
Published:	2015
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/8968/ http://umpir.ump.edu.my/id/eprint/8968/1/fskkp-2015-zuriani-time%20series%20forecasting.pdf

Similar Items

An Application of Grey Wolf Optimizer for Commodity Price Forecasting
by: Zuriani, Mustaffa, et al.
Published: (2015)

Developing a Gold Price Predictive Analysis using Grey Wolf Optimizer
by: Nurul Asyikin, Zainal, et al.
Published: (2016)

Time series forecasting of energy commodity using grey wolf optimizer
by: Yusof, Yuhanis, et al.
Published: (2015)

A review on optimization of least squares support vector machine for time series forecasting
by: Yusof, Yuhanis, et al.
Published: (2016)

Time series forecasting based on wavelet decomposition and correlation feature subset selection
by: Ahmed, Ehab Ali, et al.
Published: (2018)

Hybrid Harmony Search Algorithm with Grey Wolf Optimizer and Modified Opposition-based Learning
by: Alomoush, Alaa A., et al.
Published: (2019)

Data normalization techniques in swarm-based forecasting models for energy commodity spot price
by: Yusof, Yuhanis, et al.
Published: (2014)

Rice Predictive Analysis Mechanism Utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines
by: Zuriani, Mustaffa, et al.
Published: (2015)

LS-SVM Hyper-parameters Optimization Based on GWO Algorithm for Time Series Forecasting
by: Zuriani, Mustaffa, et al.
Published: (2015)

Using the Gray Wolf Optimizer for Solving Optimal Reactive Power Dispatch Problem
by: M. H., Sulaiman, et al.
Published: (2015)

A hybridization of enhanced artificial bee colony-least squares support vector machines for price forecasting
by: Mustaffa, Zuriani, et al.
Published: (2012)

Anomaly Detection in Time Series Data Using Spiking Neural Network
by: Bariah, Yusob, et al.
Published: (2018)

Optimal Overcurrent Relays Coordination using an Improved Grey Wolf Optimizer
by: Noor Zaihah, Jamal, et al.
Published: (2018)

Improved grey wolf optimization algorithm for overcurrent relays coordination
by: Noor Zaihah, Jamal, et al.
Published: (2019)

Improved Grey Wolf Optimization Algorithm for Coordination of Overcurrent Relays
by: Noor Zaihah, Jamal, et al.
Published: (2018)

An ensemble of neural network and modified grey wolf optimizer for stock prediction
by: Das, Debashish
Published: (2019)

Recurrent error-based ridge polynomial neural networks for time series forecasting
by: Hassan Saeed, Waddah Waheeb
Published: (2019)

Gasoline price forecasting: An application of LSSVM with improved ABC
by: Mustaffa, Zuriani, et al.
Published: (2014)

Lévy mutation in artificial bee colony algorithm for gasoline price prediction
by: Mustaffa, Zuriani, et al.
Published: (2012)

A comparison of normalization techniques in predicting dengue outbreak
by: Mustaffa, Zuriani, et al.
Published: (2010)

Repeated time-series cross-validation: A new method to improved COVID-19 forecast accuracy in Malaysia
by: Azlan, Abdul Aziz, et al.
Published: (2024)

Contrast optimization by region adaptation (COBRA) for grey scale images
by: Ahmed, Muhammad Mahmood
Published: (2013)

Enhanced artificial bee colony-least squares support vector machines algorithm for time series prediction
by: Zuriani, Mustaffa
Published: (2014)

Short term forecasting based on hybrid least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2018)

A novel hybrid metaheuristic algorithm for short term load forecasting
by: Zuriani, Mustaffa, et al.
Published: (2017)

Application of LSSVM by ABC in energy commodity price forecasting
by: Mustaffa, Zuriani, et al.
Published: (2014)

A modified grey wolf optimizer for improving wind plant energy production
by: Mohd Zaidi, Mohd Tumari, et al.
Published: (2020)

Robust multi-user detection based on hybrid grey wolf optimization
by: Ji, Yuanfa, et al.
Published: (2020)

Grey Wolf Optimizer for Solving Economic Dispatch Problems
by: Wong, Lo Ing, et al.
Published: (2014)

Review of the grey wolf optimization algorithm: variants and applications
by: Liu, Yunyun, et al.
Published: (2024)

Review of the grey wolf optimization algorithm: variants and applications
by: Liu, Yunyun, et al.
Published: (2023)

An improved grey wolf with whale algorithm for optimization functions
by: Asgher, Hafiz Maaz
Published: (2022)

Optimal tuning of a wind plant energy production based on improved grey wolf optimizer
by: Mohd Zaidi, Mohd Tumari, et al.
Published: (2020)

An application barnacles mating optimizer for forecasting of full load electrical power output
by: Zuriani, Mustaffa, et al.
Published: (2020)

Alternative method for economic dispatch utilizing grey wolf optimizer
by: Wong, Lo Ing
Published: (2015)

Forecasting time series data using hybrid grey relational artificial neural network and auto regressive integrated moving average model
by: Salleh, Roselina, et al.
Published: (2007)

Grey wolf optimizer for identification of liquid slosh behavior using continuous-time hammerstein model
by: Mohd Ashraf, Ahmad, et al.
Published: (2020)

Optimization Of Pid Controller Using Grey Wolf Optimzer And Dragonfly Algorithm
by: Nik Mohamed Hazli, Nik Muhammad Aiman
Published: (2018)

An improved multilayer perceptron based on wavelet approach for physical time series prediction
by: Ali, Ashikin
Published: (2014)

Detecting Structural Break In Commodity Time Series Data
by: Jatarona , Nurul Najwa
Published: (2010)