Incorporating expert knowledge in object-oriented genetic programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8028
- @InProceedings{Medland:2014:GECCOcomp,
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author = "Michael Richard Medland and Kyle Robert Harrison and
Beatrice Ombuki-Berman",
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title = "Incorporating expert knowledge in object-oriented
genetic programming",
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booktitle = "GECCO Comp '14: Proceedings of the 2014 conference
companion on Genetic and evolutionary computation
companion",
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year = "2014",
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editor = "Christian Igel and Dirk V. Arnold and
Christian Gagne and Elena Popovici and Anne Auger and
Jaume Bacardit and Dimo Brockhoff and Stefano Cagnoni and
Kalyanmoy Deb and Benjamin Doerr and James Foster and
Tobias Glasmachers and Emma Hart and Malcolm I. Heywood and
Hitoshi Iba and Christian Jacob and Thomas Jansen and
Yaochu Jin and Marouane Kessentini and
Joshua D. Knowles and William B. Langdon and Pedro Larranaga and
Sean Luke and Gabriel Luque and John A. W. McCall and
Marco A. {Montes de Oca} and Alison Motsinger-Reif and
Yew Soon Ong and Michael Palmer and
Konstantinos E. Parsopoulos and Guenther Raidl and Sebastian Risi and
Guenther Ruhe and Tom Schaul and Thomas Schmickl and
Bernhard Sendhoff and Kenneth O. Stanley and
Thomas Stuetzle and Dirk Thierens and Julian Togelius and
Carsten Witt and Christine Zarges",
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isbn13 = "978-1-4503-2881-4",
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keywords = "genetic algorithms, genetic programming: Poster",
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pages = "145--146",
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month = "12-16 " # jul,
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organisation = "SIGEVO",
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address = "Vancouver, BC, Canada",
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URL = "http://doi.acm.org/10.1145/2598394.2598494",
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DOI = "doi:10.1145/2598394.2598494",
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publisher = "ACM",
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publisher_address = "New York, NY, USA",
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abstract = "Genetic programming (GP) has proved to be successful
at generating programs which solve a wide variety of
problems. Object-oriented GP (OOGP) extends traditional
GP by allowing the simultaneous evolution of multiple
program trees, and thus multiple functions. OOGP has
been shown to be capable of evolving more complex
structures than traditional GP. However, OOGP does not
facilitate the incorporation of expert knowledge within
the resulting evolved type. This paper proposes an
alternative OOGP methodology which does incorporate
expert knowledge by the use of a user-supplied
partially-implemented type definition, i.e. an abstract
class.",
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notes = "Also known as \cite{2598494} Distributed at
GECCO-2014.",
- }
Genetic Programming entries for
Michael Medland
Kyle Robert Harrison
Beatrice Ombuki-Berman
Citations