The Pseudorandom Number Generator Generation Method with Genetic Programming for Lightweight Devices
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gp-bibliography.bib Revision:1.8081
- @InProceedings{Koesemen:2018:UBMK,
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author = "Cem Koesemen and Omer Aydin and Gokhan Dalkilic",
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booktitle = "2018 3rd International Conference on Computer Science
and Engineering (UBMK)",
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title = "The Pseudorandom Number Generator Generation Method
with Genetic Programming for Lightweight Devices",
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year = "2018",
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pages = "17--21",
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abstract = "In this research, a genetic programming (GP) method is
proposed for producing pseudorandom number generators
(PRNG) for lightweight devices, especially wireless
identification and sensing platform (WISP) family
devices. These PRNGs are produced with genetic
programming methods using bit-entropy and serial
correlation coefficient calculation as the fitness
function. Qualities of these PRNGs are tested with the
NIST statistical test suite that is a comprehensive
tool that evaluates the statistical quality of the
output of given PRNG. In addition, a set of PRNG is
generated with this GP method and the results are
examined statistically.",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.1109/UBMK.2018.8566484",
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month = sep,
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notes = "Also known as \cite{8566484}",
- }
Genetic Programming entries for
Cem Koesemen
Omer Aydin
Gokhan Dalkilic
Citations