Conceptual Developments in Genetic Programming for Time Series Forecasting

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@Article{Martinez:2015:ieeeLAT,

• author = "Carlos A. Martinez and Juan David Velasquez",
• journal = "IEEE Latin America Transactions",
• title = "Conceptual Developments in Genetic Programming for Time Series Forecasting",
• year = "2015",
• volume = "13",
• number = "8",
• pages = "2728--2733",
• keywords = "genetic algorithms, genetic programming",
• DOI = "doi:10.1109/TLA.2015.7332156",
• ISSN = "1548-0992",
• month = aug,
• abstract = "Objective: The aim of this paper is to analyse the main research areas in Genetic Programming (GP). Method: We used the systematic literature review method employing an automatic search with manual refining of papers published on GP between 1992 to 2012. Results: Just 63 studies meet all the requirements of the inclusion criteria. Conclusion: Although studies relating to the application of genetic programming in the forecast of time series were frequently presented, we find that the studies proposing changes in the original algorithm of GP with a theoretical support and a systematic procedure for the construction of model were scarce in the time 1992-2012.",
• notes = "Univ. Nac. de Colombia, Bogota, Colombia

  Also known as \cite{7332156}",

}

Genetic Programming entries for Carlos Alberto Martinez Juan David Velasquez Henao

Citations