Templar: a Framework for Template-Method Hyper-Heuristics

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Swan:2015:EuroGP,
  author =       "Jerry Swan and Nathan Burles",
  title =        "{Templar:} a Framework for Template-Method
                 Hyper-Heuristics",
  booktitle =    "18th European Conference on Genetic Programming",
  year =         "2015",
  editor =       "Penousal Machado and Malcolm I. Heywood and 
                 James McDermott and Mauro Castelli and 
                 Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim",
  series =       "LNCS",
  volume =       "9025",
  publisher =    "Springer",
  pages =        "205--216",
  address =      "Copenhagen",
  month =        "8-10 " # apr,
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming, Generative
                 hyper-heuristics, Template method, Energy profiling,
                 Reduced power consumption, Quicksort: Poster",
  isbn13 =       "978-3-319-16500-4",
  DOI =          "doi:10.1007/978-3-319-16501-1_17",
  abstract =     "In this work we introduce Templar, a software
                 framework for customising algorithms via the generative
                 technique of template-method hyper-heuristics. We first
                 discuss the need for such an approach, presenting
                 Quicksort as an example. We provide a functional
                 definition of template-method hyper-heuristics,
                 describe how this is implemented by Templar, and show
                 how Templar may be invoked using simple client-code.
                 Finally, we describe experiments using Templar to
                 define a hyper-quicksort with the aim of reducing power
                 consumption. The results demonstrate that the generated
                 algorithm has significantly improved performance on the
                 test set.",
  notes =        "Part of \cite{Machado:2015:GP} EuroGP'2015 held in
                 conjunction with EvoCOP2015, EvoMusArt2015 and
                 EvoApplications2015",
}

Genetic Programming entries for Jerry Swan Nathan Burles

Citations