Automatic Design of Ant Algorithms with Grammatical Evolution

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

@InProceedings{tavares:2012:EuroGP,

• author = "Jorge Tavares and Francisco B. Pereira",
• title = "Automatic Design of Ant Algorithms with Grammatical Evolution",
• booktitle = "Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012",
• year = "2012",
• month = "11-13 " # apr,
• editor = "Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
• series = "LNCS",
• volume = "7244",
• publisher = "Springer Verlag",
• address = "Malaga, Spain",
• pages = "206--217",
• organisation = "EvoStar",
• isbn13 = "978-3-642-29138-8",
• DOI = "doi:10.1007/978-3-642-29139-5_18",
• keywords = "genetic algorithms, genetic programming, grammatical evolution, Ant colony optimization",
• abstract = "We propose a Grammatical Evolution approach to the automatic design of Ant Colony Optimisation algorithms. The grammar adopted by this framework has the ability to guide the learning of novel architectures, by rearranging components regularly found on human designed variants. Results obtained with several TSP instances show that the evolved algorithmic strategies are effective, exhibit a good generalisation capability and are competitive with human designed variants.",
• notes = "Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012 and EvoApplications2012",

}

Genetic Programming entries for Jorge Tavares Francisco Jose Baptista Pereira

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