Faster Genetic Programming GPquick via multicore and Advanced Vector Extensions

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@TechReport{langdon:RN1901,

• author = "W. B. Langdon and W. Banzhaf",
• title = "Faster Genetic Programming {GPquick} via multicore and Advanced Vector Extensions",
• institution = "University College, London",
• year = "2019",
• number = "RN/19/01",
• address = "London, UK",
• month = "23 " # feb,
• keywords = "genetic algorithms, genetic programming, GP Convergence, Long-Term Evolution Experiment, LTEE, Extended unbounded evolution",
• URL = "http://www.cs.ucl.ac.uk/fileadmin/user_upload/avx_rn1901.pdf",
• URL = "https://arxiv.org/abs/1902.09215",
• size = "20 pages",
• 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.",
• 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