Fast Genetic Programming and Artificial Developmental Systems on GPUs
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{10.1109/HPCS.2007.17,
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author = "S. L. Harding and W. Banzhaf",
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title = "Fast Genetic Programming and Artificial Developmental
Systems on GPUs",
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booktitle = "21st International Symposium on High Performance
Computing Systems and Applications (HPCS'07)",
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year = "2007",
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pages = "2",
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address = "Canada",
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publisher = "IEEE Computer Society",
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keywords = "genetic algorithms, genetic programming, GPU",
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ISBN = "0-7695-2813-9",
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DOI = "doi:10.1109/HPCS.2007.17",
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abstract = "In this paper we demonstrate the use of the Graphics
Processing Unit (GPU) to accelerate Evolutionary
Computation applications, in particular Genetic
Programming approaches. We show that it is possible to
get speed increases of several hundred times over a
typical CPU implementation, catapulting GPU processing
for these applications into the realm of HPC. This
increase in performance also extends to artificial
developmental systems, where evolved programs are used
to construct cellular systems. Feasibility of this
approach to efficiently evaluate artificial
developmental systems based on cellular automata is
demonstrated.",
- }
Genetic Programming entries for
Simon Harding
Wolfgang Banzhaf
Citations