Modeling Time Series of Real Systems using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@Misc{nlin/0607029,

• author = "Dilip P. Ahalpara and Jitendra C. Parikh",
• title = "Modeling Time Series of Real Systems using Genetic Programming",
• howpublished = "ArXiv Nonlinear Sciences e-prints",
• year = "2006",
• month = "14 " # jul,
• note = "Submitted to Physical Review E",
• adsurl = "http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2006nlin......7029A&db_key=PRE",
• adsnote = "Provided by the Smithsonian/NASA Astrophysics Data System",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://arxiv.org/PS_cache/nlin/pdf/0607/0607029v1.pdf",
• size = "10 pages",
• abstract = "Analytic models of two computer generated time series (Logistic map and Rossler system) and two real time series (ion saturation current in Aditya Tokamak plasma and NASDAQ composite index) are constructed using Genetic Programming (GP) framework. In each case, the optimal map that results from fitting part of the data set also provides a very good description of rest of the data. Predictions made using the map iteratively range from being very good to fair.",
• notes = "nlin/0607029

  See also \cite{Ahalpara:2008:IJMPC}",

}

Genetic Programming entries for Dilip P Ahalpara Jitendra C Parikh

Citations