Behavioral Search Drivers for Genetic Programing
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{krawiec:2014:EuroGP,
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author = "Krzysztof Krawiec and Una-May O'Reilly",
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title = "Behavioral Search Drivers for Genetic Programing",
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booktitle = "17th European Conference on Genetic Programming",
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year = "2014",
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editor = "Miguel Nicolau and Krzysztof Krawiec and
Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and
Juan J. Merelo and Victor M. {Rivas Santos} and
Kevin Sim",
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series = "LNCS",
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volume = "8599",
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publisher = "Springer",
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pages = "210--221",
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address = "Granada, Spain",
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month = "23-25 " # apr,
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organisation = "EvoStar",
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keywords = "genetic algorithms, genetic programming :poster",
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isbn13 = "978-3-662-44302-6",
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DOI = "doi:10.1007/978-3-662-44303-3_18",
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abstract = "Synthesising a program with the desired input-output
behaviour by means of genetic programming is an
iterative process that needs appropriate guidance. That
guidance is conventionally provided by a fitness
function that measures the conformance of program
output with the desired output. Contrary to widely
adopted stance, there is no evidence that this quality
measure is the best choice; alternative search drivers
may exist that make search more effective. This study
proposes and investigates a new family of behavioural
search drivers, which inspect not only final program
output, but also program behavior meant as the partial
results it arrives at while executed.",
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notes = "Part of \cite{Nicolau:2014:GP} EuroGP'2014 held in
conjunction with EvoCOP2014, EvoBIO2014, EvoMusArt2014
and EvoApplications2014",
- }
Genetic Programming entries for
Krzysztof Krawiec
Una-May O'Reilly
Citations