Grammar-based Genetic Programming: a survey
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @Article{McKay:2010:GPEM,
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author = "Robert I. McKay and Nguyen Xuan Hoai and
Peter Alexander Whigham and Yin Shan and Michael O'Neill",
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title = "Grammar-based Genetic Programming: a survey",
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journal = "Genetic Programming and Evolvable Machines",
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year = "2010",
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volume = "11",
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number = "3/4",
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pages = "365--396",
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month = sep,
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note = "Tenth Anniversary Issue: Progress in Genetic
Programming and Evolvable Machines",
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keywords = "genetic algorithms, genetic programming, Evolutionary
computation, Grammar, Context free, Regular, Tree
adjoining",
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ISSN = "1389-2576",
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URL = "https://rdcu.be/dpy1j",
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DOI = "doi:10.1007/s10710-010-9109-y",
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size = "32 pages",
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abstract = "Grammar formalisms are one of the key representation
structures in Computer Science. So it is not surprising
that they have also become important as a method for
formalizing constraints in Genetic Programming (GP).
Practical grammar-based GP systems first appeared in
the mid 1990s, and have subsequently become an
important strand in GP research and applications. We
trace their subsequent rise, surveying the various
grammar-based formalisms that have been used in GP and
discussing the contributions they have made to the
progress of GP. We illustrate these contributions with
a range of applications of grammar-based GP, showing
how grammar formalisms contributed to the solutions of
these problems. We briefly discuss the likely future
development of grammar-based GP systems, and conclude
with a brief summary of the field.",
- }
Genetic Programming entries for
R I (Bob) McKay
Nguyen Xuan Hoai
Peter Alexander Whigham
Yin Shan
Michael O'Neill
Citations