Decision Support Systems Using Ensemble Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @Article{journals/jikm/AbrahamG06,
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author = "Ajith Abraham and Crina Grosan",
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title = "Decision Support Systems Using Ensemble Genetic
Programming",
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journal = "Journal of Information \& Knowledge Management
(JIKM)",
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year = "2006",
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volume = "5",
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number = "4",
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pages = "303--313",
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month = dec,
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note = "Special topic: Knowledge Discovery Using Advanced
Computational Intelligence Tools",
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keywords = "genetic algorithms, genetic programming, gene
expression programming, Decision support systems,
ensemble systems, evolutionary multi-objective
optimisation",
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ISSN = "0219-6492",
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DOI = "doi:10.1142/S0219649206001566",
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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.",
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bibdate = "2008-06-20",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/journals/jikm/jikm5.html#AbrahamG06",
- }
Genetic Programming entries for
Ajith Abraham
Crina Grosan
Citations