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Publication Detail
Continuous Long-Term Evolution of Genetic Programming
  • Publication Type:
    Conference
  • Authors:
    Langdon WB, Banzhaf W
  • Publisher:
    MIT Press
  • Publication date:
    15/07/2019
  • Pagination:
    388, 395
  • Published proceedings:
    Proceedings of the 2019 Conference on Artificial Life: How Can Artificial Life Help Solve Societal Challenges, ALIFE 2019
  • Status:
    Published
  • Name of conference:
    ALife 2019: The 2019 Conference on Artificial Life
  • Conference place:
    Newcastle, United Kingdom
  • Conference start date:
    29/07/2019
  • Conference finish date:
    02/08/2019
Abstract
Copyright © ALIFE 2019.All rights reserved. We evolve floating point Sextic polynomial populations of genetic programming binary trees for up to a million generations. Programs with almost 400 000 000 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 2.60 GHz server.
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