Algorithm and experiment design with heuristiclab: an open source optimization environment for research and education

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

@InProceedings{Wagner:2011:GECCOcomp,
  author =       "Stefan Wagner and Gabriel Kronberger",
  title =        "Algorithm and experiment design with heuristiclab: an
                 open source optimization environment for research and
                 education",
  booktitle =    "GECCO 2011 Tutorials",
  year =         "2011",
  editor =       "Darrell Whitley",
  isbn13 =       "978-1-4503-0690-4",
  keywords =     "genetic algorithms, genetic programming",
  pages =        "1411--1438",
  month =        "12-16 " # jul,
  organisation = "SIGEVO",
  address =      "Dublin, Ireland",
  DOI =          "doi:10.1145/2001858.2002143",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "The tutorial demonstrates how to apply and analyse
                 metaheuristics using HeuristicLab, an open source
                 optimisation environment. It will be shown how to
                 parametrise and execute evolutionary algorithms to
                 solve combinatorial optimisation problems (travelling
                 salesman, vehicle routing) as well as data analysis
                 problems (regression, classification). The attendees
                 will learn how to assemble different algorithms and
                 parameter settings to a large scale optimization
                 experiment and how to execute such experiments on
                 multi-core or cluster systems. Furthermore, the
                 experiment results will be compared using
                 HeuristicLab's interactive charts for visual and
                 statistical analysis to gain knowledge from the
                 executed test runs. To complete the tutorial, it will
                 be sketched briefly how HeuristicLab can be extended
                 with further optimization problems and how custom
                 optimization algorithms can be modelled using the
                 graphical algorithm designer. Additional details on
                 HeuristicLab can be found at
                 http://dev.heuristiclab.com.",
  notes =        "Also known as \cite{2002143} Distributed on CD-ROM at
                 GECCO-2011.

                 ACM Order Number 910112.",
}

Genetic Programming entries for Stefan Wagner Gabriel Kronberger

Citations