Optimization of ARIMA Forecasting Model using Firefly Algorithm

Optimization of ARIMA Forecasting Model using Firefly Algorithm

Time series prediction aims to control or recognize the behavior of the system based on the data in a certain period of time. One of the most widely used method in time series prediction is ARIMA (Autoregressive Integrated Moving Average). However, ARIMA has a weakness in determining the optimal mod...

Full description

Bibliographic Details
Main Authors: Ilham unggara, Aina Musdholifah, Anny Kartika Sari
Format: Article
Language:English
Published: Universitas Gadjah Mada 2019-04-01
Series:IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
Subjects:
Optimization
Forecasting
ARIMA
Firefly Algorithm
AIC
RMSE
Online Access:https://jurnal.ugm.ac.id/ijccs/article/view/37666

Internet

https://jurnal.ugm.ac.id/ijccs/article/view/37666

Similar Items