Chebyshev interpolation with internal smoothing for short-term time series forecasting

Chebyshev interpolation with internal smoothing for short-term time series forecasting

The internal smoothing approach for Chebyshev interpolation is used in this paper. Due to the properties of the Chebyshev interpolation the proposed technique is only applicable to a very short-term prediction of a given time series. One step ahead prediction is performed in this paper. The results...

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Hauptverfasser: Landauskas, Mantas, Lukoseviciute, Kristina, Lu, Guangqing, Ragulskis, Minvydas
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Chebyshev approximation
Interpolation
Smoothing
Time series
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creator Landauskas, Mantas
Lukoseviciute, Kristina
Lu, Guangqing
Ragulskis, Minvydas
description The internal smoothing approach for Chebyshev interpolation is used in this paper. Due to the properties of the Chebyshev interpolation the proposed technique is only applicable to a very short-term prediction of a given time series. One step ahead prediction is performed in this paper. The results are compared to a number of other time series prediction techniques.
doi_str_mv 10.1063/1.5044128
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subjects Chebyshev approximation
Interpolation
Smoothing
Time series
title Chebyshev interpolation with internal smoothing for short-term time series forecasting
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