Effects of Population, Generation and Test Case Count on Grammatical Genetic Programming for Integer Lists
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- @Article{journals/jsw/AyralA17,
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author = "Hakan Ayral and Songul Albayrak",
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title = "Effects of Population, Generation and Test Case Count
on Grammatical Genetic Programming for Integer Lists",
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journal = "Journal of Software",
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year = "2017",
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number = "6",
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volume = "12",
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pages = "483--492",
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month = jun,
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1796-217X",
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bibdate = "2017-06-29",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/journals/jsw/jsw12.html#AyralA17",
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DOI = "doi:10.17706/jsw.12.6.483-492",
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abstract = "This paper investigates how grammatical genetic
programming performs for evolving simple integer list
manipulation functions. We propose three sub-problems
which are related to, or component of integer sorting
problem as defined by genetic programming literature.
We further investigate the effects of modifying
evolutionary parameters, such as the number of
generations allowed, number of populations, and number
of test cases, on the number and distribution of
successful solutions. Finally, we propose an AST based
dead-code removal for the intron induced non-functional
codes on evolved individuals.",
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notes = "Yildiz Technical University, Computer Engineering
Department, Istanbul, Turkey.",
- }
Genetic Programming entries for
Hakan Ayral
Songul Varli Albayrak
Citations