Forecasting solar cycles with GP

  • Authors:

  • M. A. Kaboudan

  • Affiliations:

  • School of Business, University of Redlands 1200 E. Colton Ave., P.O. Box 3080, Redlands, CA

  • Venue:
  • Second international workshop on Intelligent systems design and application
  • Year:
  • 2002

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Abstract

Genetic programming is used in this paper to predict cycles of annual sunspot numbers. The procedure described uses two-stage model evolution with turning points. The results indicate that the proposed procedure outperforms all prior identified attempts to forecast sunspot numbers.