Predictive design space exploration using genetically programmed response surfaces

Created by W.Langdon from gp-bibliography.bib Revision:1.4216

  author =       "Henry Cook and Kevin Skadron",
  title =        "Predictive design space exploration using genetically
                 programmed response surfaces",
  booktitle =    "45th ACM/IEEE Design Automation Conference, DAC 2008",
  year =         "2008",
  month =        jun,
  pages =        "960--965",
  keywords =     "genetic algorithms, genetic programming, genetically
                 programmed response surfaces, microarchitectural design
                 space exploration, optimization process, predictive
                 design space exploration, aircraft computers, computer
  URL =          "",
  DOI =          "doi:10.1145/1391469.1391711",
  ISSN =         "0738-100X",
  abstract =     "Exponential increases in architectural design
                 complexity threaten to make traditional processor
                 design optimization techniques intractable. Genetically
                 programmed response surfaces (GPRS) address this
                 challenge by transforming the optimization process from
                 a lengthy series of detailed simulations into the
                 tractable formulation and rapid evaluation of a
                 predictive model. We validate GPRS methodology on
                 realistic processor design spaces and compare it to
                 recently proposed techniques for predictive
                 microarchitectural design space exploration.",
  notes =        "Also known as \cite{4555958} \cite{1391711}",

Genetic Programming entries for Henry M Cook Kevin Skadron