A Comparison On Neural Network Forecasting.

Ong, Hong Choon and Chan, Shin Yue (2011) A Comparison On Neural Network Forecasting. In: 2011 International Conference on Circuits, System and Simulation Proc .of CSIT, 1st October 2013, IACSIT Press, Singapore. (Submitted)

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Abstract

This study compares the effectiveness of the Box-Jenkins model and neural networks model in making a forecast. An eighteen years bimonthly water consumption in Penang data set is analyzed. Multilayer perceptron (MLP) in neural network with single hidden layer and double hidden layers using errorbackpropagation algorithm models are used.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science > QA Mathematics > QA1-939 Mathematics
Divisions: Pusat Pengajian Sains Matematik (School of Mathematical Sciences)
Depositing User: Mr. HR
Date Deposited: 23 Apr 2015 07:46
Last Modified: 23 Apr 2015 07:46
URI: http://eprints.usm.my/id/eprint/28267

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