On Taxonomy of Evolutionary Computation Problems
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- @InProceedings{Ashlock:2004:OToECP,
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title = "On Taxonomy of Evolutionary Computation Problems",
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author = "Daniel Ashlock and Kenneth M. Bryden and
Steven Corns",
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pages = "1713--1719",
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booktitle = "Proceedings of the 2004 IEEE Congress on Evolutionary
Computation",
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year = "2004",
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volume = "2",
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publisher = "IEEE Press",
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month = "20-23 " # jun,
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address = "Portland, Oregon",
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ISBN = "0-7803-8515-2",
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keywords = "genetic algorithms, genetic programming, data
visualisation, evolutionary computation, graph theory,
pattern classification, pattern clustering, tree data
structures, tree searching cladogram, classification
technique, evolutionary computation problems, graph
based evolutionary algorithms, hierarchical clustering,
standard taxonomic technique, taxonomy, Theory of
evolutionary algorithms, Combinatorial \& numerical
optimization",
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URL = "https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.1072.3780&rep=rep1&type=pdf",
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DOI = "doi:10.1109/CEC.2004.1331102",
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size = "7 pages",
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abstract = "Taxonomy is the practice of classifying members of a
group based on their measurable characteristics. In
evolutionary computation the problem of telling when
two problems are similar is both challenging and
important. An accurate classification technique would
yield large benefits by permitting a researcher to
rationally chose algorithm and parameter setting based
on past experience. This study uses a standard
taxonomic technique, hierarchical clustering, on a set
of taxonomic characters derived from a comparative
study using graph based evolutionary algorithms.",
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notes = "Also known as \cite{1331102}. CEC 2004 - A joint
meeting of the IEEE, the EPS, and the IEE.",
- }
Genetic Programming entries for
Daniel Ashlock
Kenneth M Bryden
Steven M Corns
Citations