Winnowing Wheat from Chaff: The Chunking GA
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InProceedings{Stringer:WWf:gecco2004,
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author = "Hal Stringer and Annie S. Wu",
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title = "Winnowing Wheat from Chaff: The Chunking {GA}",
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booktitle = "Genetic and Evolutionary Computation -- GECCO-2004,
Part II",
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year = "2004",
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editor = "Kalyanmoy Deb and Riccardo Poli and
Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and
Paul Darwen and Dipankar Dasgupta and Dario Floreano and
James Foster and Mark Harman and Owen Holland and
Pier Luca Lanzi and Lee Spector and Andrea Tettamanzi and
Dirk Thierens and Andy Tyrrell",
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series = "Lecture Notes in Computer Science",
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pages = "198--209",
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address = "Seattle, WA, USA",
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publisher_address = "Heidelberg",
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month = "26-30 " # jun,
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organisation = "ISGEC",
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publisher = "Springer-Verlag",
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volume = "3103",
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keywords = "genetic algorithms, genetic programming, Fitness
Function, Variable Length, Good Gene, bloat control",
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ISBN = "3-540-22343-6",
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ISSN = "0302-9743",
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DOI = "doi:10.1007/b98645",
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URL = "http://link.springer.de/link/service/series/0558/bibs/3103/31030198.htm",
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URL = "http://link.springer.de/link/service/series/0558/papers/3103/31030198.pdf",
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size = "12",
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abstract = "In this work, we investigate the ability of a Chunking
GA (ChGA) to reduce the size of variable length
chromosomes and control bloat. The ChGA consists of a
standard genetic algorithm augmented by a communal
building block memory system and associated memory
chromosomes and operators. A new mxn MaxSum fitness
function used for this work is also described. Results
show that a ChGA equipped with memory capacity equal to
or greater than the minimal size of an optimal solution
naturally eliminates unexpressed genes.",
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notes = "GECCO-2004 A joint meeting of the thirteenth
international conference on genetic algorithms
(ICGA-2004) and the ninth annual genetic programming
conference (GP-2004)",
- }
Genetic Programming entries for
Hal Stringer
Annie S Wu
Citations