HIER-HEIR: an evolutionary system with hierarchical representation \&\#38; contextual operators applied to fashion design

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@InProceedings{Malhotra:2011:GECCOcomp,
  author =       "Abhinav Malhotra and Varun Aggarwal",
  title =        "HIER-HEIR: an evolutionary system with hierarchical
                 representation \&\#38; contextual operators applied to
                 fashion design",
  booktitle =    "GECCO '11: Proceedings of the 13th annual conference
                 companion on Genetic and evolutionary computation",
  year =         "2011",
  editor =       "Natalio Krasnogor and Pier Luca Lanzi and 
                 Andries Engelbrecht and David Pelta and Carlos Gershenson and 
                 Giovanni Squillero and Alex Freitas and 
                 Marylyn Ritchie and Mike Preuss and Christian Gagne and 
                 Yew Soon Ong and Guenther Raidl and Marcus Gallager and 
                 Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and 
                 Nikolaus Hansen and Silja Meyer-Nieberg and 
                 Jim Smith and Gus Eiben and Ester Bernado-Mansilla and 
                 Will Browne and Lee Spector and Tina Yu and Jeff Clune and 
                 Greg Hornby and Man-Leung Wong and Pierre Collet and 
                 Steve Gustafson and Jean-Paul Watson and 
                 Moshe Sipper and Simon Poulding and Gabriela Ochoa and 
                 Marc Schoenauer and Carsten Witt and Anne Auger",
  isbn13 =       "978-1-4503-0690-4",
  keywords =     "genetic algorithms, genetic programming, Real world
                 applications: Poster",
  pages =        "215--216",
  month =        "12-16 " # jul,
  organisation = "SIGEVO",
  address =      "Dublin, Ireland",
  DOI =          "doi:10.1145/2001858.2001980",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  abstract =     "There has been considerable interest in using
                 evolutionary algorithms based techniques to design
                 creative systems. However, these techniques are either
                 too 'creative' and violate design constraints of the
                 domain, or, those catering to a limited search space,
                 but operating within design constraints. Our new
                 evolutionary system 'HIER-HEIR', is not only
                 creative(searches a large space effectively), but
                 creates only such designs which are valid with respect
                 to the design domain. Inspired by human design
                 methodology, the representation is a hierarchy of
                 components and the variation is contextual acting at
                 all levels of the hierarchy intelligently, facilitating
                 effective search in the design space with explicit
                 control over exploitation and exploration. We have
                 explained our technique with the metaphor of automatic
                 design of a fashion dress in this paper. The
                 experimental results validate our hypotheses with
                 regard to the system. With regard to previous work, our
                 technique is new both with regard to previously
                 published hierarchical systems and those designed for
                 evolving fashion designs.",
  notes =        "Also known as \cite{2001980} Distributed on CD-ROM at
                 GECCO-2011.

                 ACM Order Number 910112.",
}

Genetic Programming entries for Abhinav Malhotra Varun Aggarwal

Citations