Using LLVM-based JIT compilation in genetic programming

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@InProceedings{Gregor:2016:ELEKTRO,
  author =       "Michal Gregor and Juraj Spalek",
  booktitle =    "2016 ELEKTRO",
  title =        "Using LLVM-based JIT compilation in genetic
                 programming",
  year =         "2016",
  pages =        "406--411",
  abstract =     "The paper describes an approach to implementing
                 genetic programming, which uses the LLVM library to
                 just-in-time compile/interpret the evolved abstract
                 syntax trees. The solution is described in some detail,
                 including a parser (based on FlexC++ and BisonC++) that
                 can construct the trees from a simple toy language with
                 C-like syntax. The approach is compared with a previous
                 implementation (based on direct execution of trees
                 using polymorphic functors) in terms of execution
                 speed.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/ELEKTRO.2016.7512108",
  month =        may,
  notes =        "Also known as \cite{7512108}",
}

Genetic Programming entries for Michal Gregor Juraj Spalek

Citations