Continuous Long-Term Evolution of Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Langdon:2019:alife,
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author = "William B. Langdon and Wolfgang Banzhaf",
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title = "Continuous Long-Term Evolution of Genetic
Programming",
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booktitle = "Conference on Artificial Life (ALIFE 2019)",
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year = "2019",
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editor = "Rudolf Fuechslin",
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month = "29 " # jul # " - 2 " # aug,
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pages = "388--395",
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address = "Newcastle",
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publisher = "MIT Press",
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keywords = "genetic algorithms, Genetic programming, Speedup
technique, convergence, Long-Term Evolution Experiment
LTEE, Extended unbounded evolution",
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URL = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/Langdon_2019_alife.pdf",
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DOI = "doi:10.1162/isal_a_00191",
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video_url = "https://youtu.be/TssAIo-vatE",
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code_url = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/gp-code/GPavx.tar.gz",
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size = "8 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
nodes 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 149 billion GP
operations per second, 149 giga GPops, on a single
Intel Xeon Gold 6126 2.60GHz server.",
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notes = "Journal extension \cite{Langdon:2022:ALJ}. See also
\cite{langdon:RN1901}
YouTube video: https://youtu.be/TssAIo-vatE (22
seconds)
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