A hybrid simple exponential smoothing-barnacles mating optimization approach for parameter estimation: Enhancing COVID-19 forecasting in Malaysia

QR Code

A hybrid simple exponential smoothing-barnacles mating optimization approach for parameter estimation: Enhancing COVID-19 forecasting in Malaysia

Single or simple exponential smoothing (SES) is a time series forecasting model popular among researchers due to its simplicity and ease of use. SES only requires one smoothing parameter, alpha, to control how quickly the influence of past observations decreases. However, SES is seen to underperform...

Full description

Bibliographic Details
Main Authors:	Azlan, Abdul Aziz, Zuriani, Mustaffa, Suzilah, Ismail, Nor Azriani, Mohamad Nor, Nurin Qistina, Mohamad Fozi
Format:	Article
Language:	English
Published:	Elsevier B.V. 2025
Subjects:	QA75 Electronic computers. Computer science RA0421 Public health. Hygiene. Preventive Medicine
Online Access:	https://umpir.ump.edu.my/id/eprint/45604/

Similar Items

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

Improving earth surface temperature forecasting through the optimization of deep learning hyper-parameters using barnacles mating optimizer
by: Zuriani, Mustaffa, et al.
Published: (2024)

Optimal chiller loading solution for energy conservation using Barnacles Mating Optimizer algorithm
by: Mohd Herwan, Sulaiman, et al.
Published: (2022)

Stock price predictive analysis: An application of hybrid barnacles mating optimizer with artificial neural network
by: Zuriani, Mustaffa, et al.
Published: (2023)

Chiller power consumption forecasting for commercial building based on hybrid convolution neural networks-long short-term memory model with barnacles mating optimizer
by: Mohd Herwan, Sulaiman, et al.
Published: (2025)

Stock price predictive analysis : An application of hybrid barnacles mating optimizer with artiﬁcial neural network
by: Zuriani, Mustaffa, et al.
Published: (2023)

Enhancing battery state of charge estimation through hybrid integration of barnacles mating optimizer with deep learning
by: Zuriani, Mustaffa, et al.

Improved barnacles mating optimizer for loss minimization problem in optimal reactive power dispatch
by: Mohd Herwan, Sulaiman, et al.
Published: (2023)

Barnacles mating optimizer: A new bio-inspired algorithm for solving engineering optimization problems
by: Mohd Herwan, Sulaiman, et al.
Published: (2020)

Barnacles mating optimizer : a new bio-inspired algorithm for solving engineering optimization problems
by: M. H., Sulaiman, et al.
Published: (2020)

Covid-19 confirmed cases prediction in china based on barnacles mating optimizer-least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2021)

An application of barnacles mating optimizer for solving economic dispatch problems
by: Mohd Herwan, Sulaiman, et al.
Published: (2019)

Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems
by: Mohd Herwan, Sulaiman, et al.
Published: (2018)

Using the barnacles mating optimizer with effective constraints handling technique for cost minimization of optimal power flow solution
by: Mohd Herwan, Sulaiman, et al.
Published: (2021)

Barnacles mating optimizer: an evolutionary algorithm for solving optimization
by: M. H., Sulaiman, et al.
Published: (2018)

Sequence t-way test generation using the barnacles mating optimizer algorithm
by: Kamal Z., Zamli, et al.
Published: (2021)

Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization
by: Kamal Zuhairi, Zamli, et al.
Published: (2023)

Forecasting solar power generation using evolutionary mating algorithm-deep neural networks
by: Mohd Herwan, Sulaiman, et al.
Published: (2024)

Optimal power flow with stochastic solar power using barnacles mating optimizer
by: Mohd Herwan, Sulaiman, et al.
Published: (2021)

An application of barnacles mating optimizer algorithm for combined economic and emission dispatch solution
by: Mohd Herwan, Sulaiman, et al.
Published: (2021)

Solving optimal power flow problem with stochastic wind–solar–small hydro power using barnacles mating optimizer
by: Mohd Herwan, Sulaiman, et al.
Published: (2021)

Forecasting of unemployment rate in Malaysia using exponential smoothing methods
by: Nor, Maria Elena, et al.
Published: (2018)

Exponential smoothing constant determination to minimize the forecast error
by: Noor, N. A. M., et al.
Published: (2022)

Volatility forecasting of real estate stock in Malaysia with smooth transition exponential smoothing
by: Gooi, Leong Mow, et al.
Published: (2018)

Forecasting movie demand using total and split exponential smoothing
by: Mak, Kit Mun, et al.
Published: (2018)

Forecasting monthly data using total and split exponential smoothing
by: Mak, Kit Mun, et al.
Published: (2018)

Forecasting movie demand using total and split exponential smoothing
by: Mak, Kit Mun, et al.
Published: (2018)

Forecasting movie demand using exponential smoothing and Delphi methods
by: Mak, Kit Mun
Published: (2019)

Evolutionary mating algorithm
by: Mohd Herwan, Sulaiman, et al.
Published: (2023)

Traffic flow forecasting neural networks based on exponential smoothing method
by: Chan, Kit Yan, et al.
Published: (2011)

Forecasting Performance of Exponential Smooth Transition Autoregressive Exchange Rate Models
by: Ahmad Zubaidi, Baharumshah, et al.
Published: (2006)

Forecasting performance of exponential smooth transition autoregressive exchange rate models
by: Baharumshah, Ahmad Zubaidi, et al.
Published: (2006)

Hybrid of deep learning and exponential smoothing for enhancing crime forecasting accuracy
by: Butt, Umair Muneer, et al.
Published: (2022)

Sine-based barnacle mating optimization for PD control of an inverted pendulum system
by: Muhammad Almaa Anwari, Roslan, et al.
Published: (2022)

A multilevel thresholding algorithm for image segmentation based on barnacle mating optimization
by: Nurul Farhana, Mohd Fakri, et al.
Published: (2022)

Selective opposition based constrained barnacle mating optimization: Theory and applications
by: Ahmed, Marzia, et al.
Published: (2024)

Multi objective barnacle mating optimization for control design of a pendulum system
by: Abd Razak, Ahmad Azwan, et al.
Published: (2020)

Using the evolutionary mating algorithm for optimizing the user comfort and energy consumption in smart building
by: Mohd Herwan, Sulaiman, et al.
Published: (2023)

Forecasting wind speed data by using a combination of ARIMA model with single exponential smoothing
by: Kamisan, Nur A., et al.
Published: (2021)

Forecasting wind speed data by using a combination of ARIMA model with single exponential smoothing
by: A.B. Kamisan, Nur, et al.
Published: (2021)