- 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.",
