- author = "Christian Hafner and Jurg Frohlich",
- title = "Generalized Function Analysis Using Hybrid Evolutionary Algorithms",
- booktitle = "Proceedings of the Congress on Evolutionary Computation",
- year = "1999",
- editor = "Peter J. Angeline and Zbyszek Michalewicz and Marc Schoenauer and Xin Yao and Ali Zalzala",
- volume = "1",
- pages = "287--294",
- address = "Mayflower Hotel, Washington D.C., USA",
- publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ 08855-1331, USA",
- month = "6-9 " # jul,
- organisation = "Congress on Evolutionary Computation, IEEE / Neural Networks Council, Evolutionary Programming Society, Galesia, IEE",
- publisher = "IEEE Press",
- keywords = "genetic algorithms, genetic programming, time series, evolutionary computation, generalized function analysis, hybrid evolutionary algorithms, time series prediction, prominent codes, future data, symbolic regression, series expansions, parameter optimization techniques, highly complex codes, physics, economy",
- ISBN = "0-7803-5536-9 (softbound)",
- ISBN = "0-7803-5537-7 (Microfiche)",
-
URL = "
http://ieeexplore.ieee.org/iel5/6342/16952/00781938.pdf",
-
DOI = "
doi:10.1109/CEC.1999.781938",
- size = "8 pages",
- abstract = "Two novel codes for the prediction of time series are presented. Unlike most of the prominent codes based on finding a process that predicts the future data, these codes are based on function analysis and symbolic regression. Both codes are based on a generalization and combination of series expansions, parameter optimization techniques, and genetic programming. These highly complex codes are outlined and applied to different examples of physics and economy.",
-
notes = "CEC-99 - A joint meeting of the IEEE, Evolutionary
Programming Society, Galesia, and the IEE.
Library of Congress Number = 99-61143 Extrapolation. GCP v. EGP. Sunspot, Dow Jones, stock price prediction. Full Binary trees of depth 3.
On http://alphard.ethz.ch/Hafner/ggp/gp.htm there is more information on GGP with links for downloading the software.",
