GGGP-based method for modeling time series: operator selection, parameter optimization and expert evaluation

Created by W.Langdon from gp-bibliography.bib Revision:1.8204

@InProceedings{Alonso:2010:gecco,

• author = "Fernando Alonso and Loic Martinez and Agustin Santamaria and Aurora Perez and Juan Pedro Valente",
• title = "GGGP-based method for modeling time series: operator selection, parameter optimization and expert evaluation",
• booktitle = "GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation",
• year = "2010",
• editor = "Juergen Branke and Martin Pelikan and Enrique Alba and Dirk V. Arnold and Josh Bongard and Anthony Brabazon and Juergen Branke and Martin V. Butz and Jeff Clune and Myra Cohen and Kalyanmoy Deb and Andries P Engelbrecht and Natalio Krasnogor and Julian F. Miller and Michael O'Neill and Kumara Sastry and Dirk Thierens and Jano {van Hemert} and Leonardo Vanneschi and Carsten Witt",
• isbn13 = "978-1-4503-0072-8",
• pages = "989--990",
• keywords = "genetic algorithms, genetic programming, grammar-guided genetic programming, Poster",
• month = "7-11 " # jul,
• organisation = "SIGEVO",
• address = "Portland, Oregon, USA",
• DOI = "doi:10.1145/1830483.1830664",
• publisher = "ACM",
• publisher_address = "New York, NY, USA",
• abstract = "This paper describes the theoretical and experimental analysis conducted to define the best values for the various operators and parameters of a grammar-guided genetic programming process for creating isokinetic reference models for top competition athletes. Isokinetics is a medical domain that studies the strength exerted by the patient joints (knee, ankle, etc.). We also present an evaluation of the resulting reference models comparing our results with the reference models output using other methods.",
• notes = "Also known as \cite{1830664} GECCO-2010 A joint meeting of the nineteenth international conference on genetic algorithms (ICGA-2010) and the fifteenth annual genetic programming conference (GP-2010)",

}

Genetic Programming entries for Fernando Alonso Loic Martinez Normand Agustin Santamaria Aurora Perez-Perez Juan Pedro Caraca-valente Hernandez

Citations