Spatial co-evolution: quicker, fitter and less bloated
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{Harper:2012:GECCO,
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author = "Robin Harper",
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title = "Spatial co-evolution: quicker, fitter and less
bloated",
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booktitle = "GECCO '12: Proceedings of the fourteenth international
conference on Genetic and evolutionary computation
conference",
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year = "2012",
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editor = "Terry Soule and Anne Auger and Jason Moore and
David Pelta and Christine Solnon and Mike Preuss and
Alan Dorin and Yew-Soon Ong and Christian Blum and
Dario Landa Silva and Frank Neumann and Tina Yu and
Aniko Ekart and Will Browne and Tim Kovacs and
Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and
Giovanni Squillero and Nicolas Bredeche and
Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and
Martin Pelikan and Silja Meyer-Nienberg and
Christian Igel and Greg Hornby and Rene Doursat and
Steve Gustafson and Gustavo Olague and Shin Yoo and
John Clark and Gabriela Ochoa and Gisele Pappa and
Fernando Lobo and Daniel Tauritz and Jurgen Branke and
Kalyanmoy Deb",
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isbn13 = "978-1-4503-1177-9",
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pages = "759--766",
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keywords = "genetic algorithms, genetic programming",
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month = "7-11 " # jul,
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organisation = "SIGEVO",
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address = "Philadelphia, Pennsylvania, USA",
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DOI = "doi:10.1145/2330163.2330269",
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publisher = "ACM",
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publisher_address = "New York, NY, USA",
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abstract = "Operator equalisation is a methodology inspired by the
cross-over bias theory that attempts to limit bloat in
genetic programming (GP). This paper examines a
bivariate regression problem and demonstrates that
operator equalisation suffers from bloat like behaviour
when attempting to solve this problem. This is in
contrast to a spatial co-evolutionary mechanism (SCALP)
that appears to avoid bloat, without any need for
express bloat control mechanisms. A previously analysed
real world problem (human oral bioavailability
prediction) is examined. The behaviour of SCALP on this
problem is quite different from that of standard GP and
operator equalisation leading to short, general
candidate solutions.",
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notes = "Also known as \cite{2330269} GECCO-2012 A joint
meeting of the twenty first international conference on
genetic algorithms (ICGA-2012) and the seventeenth
annual genetic programming conference (GP-2012)",
- }
Genetic Programming entries for
Robin Harper
Citations