Predictive design space exploration using genetically programmed response surfaces

Created by W.Langdon from gp-bibliography.bib Revision:1.8204

@InProceedings{Cook:2008:DAC,

• 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, GPRS, microarchitectural design space exploration, optimization process, predictive design space exploration, aircraft computers, computer architecture",
• URL = "http://www.cs.virginia.edu/~skadron/Papers/gprs_dac08.pdf",
• 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}

  See also \cite{GPRS-kit}",

}

Genetic Programming entries for Henry M Cook Kevin Skadron

Citations