- author = "William B. Langdon and Wolfgang Banzhaf",
- title = "Continuous Long-Term Evolution of Genetic Programming",
- booktitle = "Conference on Artificial Life (ALIFE 2019)",
- year = "2019",
- editor = "Rudolf Fuechslin",
- month = "29 " # jul # " - 2 " # aug,
- pages = "388--395",
- address = "Newcastle",
- publisher = "MIT Press",
- keywords = "genetic algorithms, Genetic programming, Speedup technique, convergence, Long-Term Evolution Experiment LTEE, Extended unbounded evolution",
-
URL = "
http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/Langdon_2019_alife.pdf",
-
DOI = "
doi:10.1162/isal_a_00191",
-
video_url = "
https://youtu.be/TssAIo-vatE",
-
code_url = "http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/gp-code/GPavx.tar.gz",
- size = "8 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 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.",
-
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",
