Faster Genetic Programming GPquick via multicore and Advanced Vector Extensions
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @TechReport{langdon:RN1901,
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author = "W. B. Langdon and W. Banzhaf",
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title = "Faster Genetic Programming {GPquick} via multicore and
Advanced Vector Extensions",
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institution = "University College, London",
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year = "2019",
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number = "RN/19/01",
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address = "London, UK",
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month = "23 " # feb,
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keywords = "genetic algorithms, genetic programming, GP
Convergence, Long-Term Evolution Experiment, LTEE,
Extended unbounded evolution",
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URL = "http://www.cs.ucl.ac.uk/fileadmin/user_upload/avx_rn1901.pdf",
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URL = "https://arxiv.org/abs/1902.09215",
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size = "20 pages",
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abstract = "We evolve floating point Sextic polynomial populations
of genetic programming binary trees for up to a million
generations. Programs with almost four hundred million
instructions are created by crossover. To support
unbounded Long-Term Evolution Experiment LTEE GP we use
both SIMD parallel AVX 512 bit instructions and 48
threads to yield performance of up to 139 billion GP
operations per second, 139 giga GPops, on a single
Intel Xeon Gold 6126 2.60GHz server.",
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notes = "Code
http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/gp-code/GPavx.tar.gz",
- }
Genetic Programming entries for
William B Langdon
Wolfgang Banzhaf
Citations