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The Ethereal
Faster Genetic Programming GPquick via multicore and Advanced Vector Extensions
February 25, 2019 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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Authors
W. B. Langdon, W. Banzhaf
arXiv ID
1902.09215
Category
cs.NE: Neural & Evolutionary
Citations
8
Venue
arXiv.org
Last Checked
4 months ago
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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