Gasoline price forecasting: An application of LSSVM with improved ABC

Optimizing the hyper-parameters of Least Squares Support Vector Machines (LSSVM) is crucial as it will directly influence the predictive power of the algorithm.To tackle such issue, this study proposes an improved Artificial Bee Colony (IABC) algorithm which is based on conventional mutation.The IAB...

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Bibliographic Details
Main Authors: Mustaffa, Zuriani, Yusof, Yuhanis, Kamaruddin, Siti Sakira
Format: Conference or Workshop Item
Language:English
Published: Elsevier Ltd. 2014
Subjects:
Online Access:http://repo.uum.edu.my/14831/1/1-s2.0RG.pdf
http://repo.uum.edu.my/14831/
http://doi.org/10.1016/j.sbspro.2014.03.718
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