Decision Support Systems Using Ensemble Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@Article{journals/jikm/AbrahamG06,

• author = "Ajith Abraham and Crina Grosan",
• title = "Decision Support Systems Using Ensemble Genetic Programming",
• journal = "Journal of Information \& Knowledge Management (JIKM)",
• year = "2006",
• volume = "5",
• number = "4",
• pages = "303--313",
• month = dec,
• note = "Special topic: Knowledge Discovery Using Advanced Computational Intelligence Tools",
• keywords = "genetic algorithms, genetic programming, gene expression programming, Decision support systems, ensemble systems, evolutionary multi-objective optimisation",
• ISSN = "0219-6492",
• DOI = "doi:10.1142/S0219649206001566",
• abstract = "This paper proposes a decision support system for tactical air combat environment using a combination of unsupervised learning for clustering the data and an ensemble of three well-known genetic programming techniques to classify the different decision regions accurately. The genetic programming techniques used are: Linear Genetic programming (LGP), Multi-Expression Programming (MEP) and Gene Expression Programming (GEP). The clustered data are used as the inputs to the genetic programming algorithms. Some simulation results demonstrating the difference of these techniques are also performed. Test results reveal that the proposed ensemble method performed better than the individual GP approaches and that the method is efficient.",
• bibdate = "2008-06-20",
• bibsource = "DBLP, http://dblp.uni-trier.de/db/journals/jikm/jikm5.html#AbrahamG06",

}

Genetic Programming entries for Ajith Abraham Crina Grosan

Citations