Genetic Algorithm for Boolean minimization in an FPGA cluster

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@Article{Pedraza:2011:JSC,
  author =       "Cesar Pedraza and Javier Castillo and 
                 Jose I. Martinez and Pablo Huerta and Jose L. Bosque and Javier Cano",
  title =        "Genetic Algorithm for Boolean minimization in an
                 {FPGA} cluster",
  journal =      "The Journal of Supercomputing",
  year =         "2011",
  volume =       "58",
  number =       "2",
  pages =        "244--252",
  month =        nov,
  note =         "Special issue on HPC in computational Science and
                 Engineering. Part I",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, Performance
                 evaluation, FPGA, Boolean synthesis, Hardware
                 co-design",
  ISSN =         "0920-8542",
  DOI =          "doi:10.1007/s11227-010-0401-7",
  size =         "9 pages",
  abstract =     "Evolutionary algorithms are an alternative option to
                 the Boolean synthesis due to that they allow one to
                 create hardware structures that would not be able to be
                 obtained with other techniques. This paper shows a
                 parallel genetic programming (PGP) Boolean synthesis
                 implementation based on a cluster of FPGAs that takes
                 full advantage of parallel programming and
                 hardware/software co-design techniques. The performance
                 of our cluster of FPGAs implementation has been
                 compared with an HPC implementation. The experimental
                 results have shown an excellent behaviour in terms of
                 speed up (up to x500) and in terms of solving the
                 scalability problems of this algorithms present in
                 previous works.",
  notes =        "SMILE cluster, gigabit ethernet, ALTAMIRA JS20 VHDL.
                 cited by \cite{Bonilla:2011:LASCAS}",
  affiliation =  "DATCCCIA, ETSII, Universidad Rey Juan Carlos, Madrid,
                 Spain",
}

Genetic Programming entries for Cesar Pedraza Bonilla Javier Castillo Jose Ignacio Martinez Torre Pablo Huerta Pellitero Jose Luis Bosque Orero Javier Cano Cancela

Citations