| Title |
The influence of the smoothing component on the quality of algebraic forecasts / |
| Authors |
Poskuviene, Kristina |
| DOI |
10.21595/vp.2017.19433 |
| Full Text |
|
| Is Part of |
Vibroengineering procedia: 30th international conference on vibroengineering, Phuket, Thailand, 16-17 December 2017.. Kaunas : JVE International. 2017, vol. 16, p. 124-128.. ISSN 2345-0533. eISSN 2538-8479 |
| Keywords [eng] |
time series forecasting ; smoothing model ; evolutionary algorithms |
| Abstract [eng] |
Short term time series forecasting model with different internal smoothing techniques is presented in this paper. Computational experiments with real world time series are used to demonstrate the influence of different smoothing techniques in fitness. Algebraic forecasting results with any internal smoothing model outperformed results of the algebraic forecasting without smoothing. |
| Published |
Kaunas : JVE International |
| Type |
Conference paper |
| Language |
English |
| Publication date |
2017 |
| CC license |
|
