Training LSSVM with GWO for Price Forecasting
This paper presents a hybrid forecasting model namely Grey Wolf Optimizer-Least Squares Support Vector Machines (GWO-LSSVM). In this study, a great deal of attention was paid in determining LSSVM’s hyper parameters. For that matter, the GWO is utilized an optimization tool for optimizing the said...
Main Authors: | Zuriani, Mustaffa, M. H., Sulaiman, M. N. M., Kahar |
---|---|
Format: | Conference or Workshop Item |
Language: | English English |
Published: |
2015
|
Subjects: | |
Online Access: | http://umpir.ump.edu.my/id/eprint/10907/1/Training%20LSSVM%20with%20GWO%20for%20Price%20Forecasting.pdf http://umpir.ump.edu.my/id/eprint/10907/7/fskkp-zuriani%20mustaffa-training%20lssvm.pdf |
Similar Items
-
Integration of GWO-LSSVM for time series predictive analysis
by: Zuriani, Mustaffa, et al.
Published: (2016) -
Application of LSSVM by ABC in energy commodity price forecasting
by: Mustaffa, Zuriani, et al.
Published: (2014) -
Enhanced ABC-LSSVM For Energy Fuel Price Prediction
by: Mustaffa, Zuriani, et al.
Published: (2014) -
Gasoline price forecasting: An application of LSSVM with improved ABC
by: Mustaffa, Zuriani, et al.
Published: (2014) -
LSSVM parameters tuning with enhanced artificial bee colony
by: Mustaffa, Zuriani, et al.
Published: (2014)