The Impact of External Dependency in Genetic Programming Primitives
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InProceedings{oreilly:1998:edGPp,
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author = "Una-May O'Reilly",
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title = "The Impact of External Dependency in Genetic
Programming Primitives",
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booktitle = "Proceedings of the 1998 IEEE World Congress on
Computational Intelligence",
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year = "1998",
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pages = "306--311",
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address = "Anchorage, Alaska, USA",
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month = "5-9 " # may,
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publisher = "IEEE Press",
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keywords = "genetic algorithms, genetic programming, external
dependency, primitives, control dependencies, data
dependencies, subprogram behavioural consistency,
parameterized problem, solution identification, success
likelihood, parametrised problem, programming theory,
subroutines",
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ISBN = "0-7803-4869-9",
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file = "c053.pdf",
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URL = "http://ieeexplore.ieee.org/iel4/5621/15048/00699750.pdf",
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DOI = "doi:10.1109/ICEC.1998.699750",
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size = "6 pages",
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abstract = "Both control and data dependencies among primitives
impact the behavioural consistency of subprograms in
genetic programming solutions. Behavioural consistency
in turn impacts the ability of genetic programming to
identify and promote appropriate subprograms. We
present the results of modelling dependency through a
parameterized problem in which a subprogram exhibits
internal and external dependency levels that change as
the subprogram is successively combined into larger
subsolutions; We And that the key difference between
nonexistent and 'full' external dependency is a longer
time to solution identification and a lower likelihood
of success as shown by increased difficulty in
identifying and promoting correct subprograms.",
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notes = "ICEC-98 Held In Conjunction With WCCI-98 --- 1998 IEEE
World Congress on Computational Intelligence. See also
\cite{oreilly:1997:edGPp}",
- }
Genetic Programming entries for
Una-May O'Reilly
Citations