Research output: Contribution to Journal/Magazine › Journal article › peer-review
<mark>Journal publication date</mark> | 1/12/2008 |
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<mark>Journal</mark> | Hacettepe Journal of Mathematics and Statistics |
Issue number | 2 |
Volume | 37 |
Number of pages | 16 |
Pages (from-to) | 185-200 |
Publication Status | Published |
<mark>Original language</mark> | English |
The only suggestions given in the literature for determining the archi- tecture of neural networks are based on observations, and a simulation study to determine the architecture has not yet been reported. Based on the results of the simulation study described in this paper, a new architecture selection strategy is proposed and shown to work well. It is noted that although in some studies the period of a seasonal time series has been taken as the number of inputs of the neural network model, it is found in this study that the period of a seasonal time series is not a parameter in determining the number of inputs.