Automatic Design of Ant Algorithms with Grammatical Evolution

Created by W.Langdon from gp-bibliography.bib Revision:1.4221

  author =       "Jorge Tavares and Francisco B. Pereira",
  title =        "Automatic Design of Ant Algorithms with Grammatical
  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