Analysis of seasonal time series using fuzzy approach

作者:Novak Vilem*; Stepnicka Martin; Dvorak Antonin; Perfilieva Irina; Pavliska Viktor; Vavrickova Lenka
来源:International Journal of General Systems, 2010, 39(3): 305-328.
DOI:10.1080/03081070903552965

摘要

A new methodology for the analysis and forecasting of time series is proposed. It directly employs two soft computing techniques: the fuzzy transform and the perception-based logical deduction. Thanks to the use of both these methods, and to the innovative approach, consisting of the construction of several independent models, the methodology is successfully applicable to robust long-time predictions.

  • 出版日期2010