Microprocessor Design Verification by Two-Phase Evolution of Variable Length Tests

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{smith:1997:rGP2pevltmdv,
  author =       "J. E. Smith and M. Bartley and T. C. Fogarty",
  title =        "Microprocessor Design Verification by Two-Phase
                 Evolution of Variable Length Tests",
  booktitle =    "Proceedings of the 1997 {IEEE} International
                 Conference on Evolutionary Computation",
  year =         "1997",
  pages =        "453--458",
  address =      "Indianapolis",
  publisher_address = "Piscataway, NJ, USA",
  month =        "13-16 " # apr,
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming, SBSE",
  URL =          "http://citeseer.ist.psu.edu/cache/papers/cs/1134/http:zSzzSzwww.ics.uwe.ac.ukzSzpaperszSzJS1997a.pdf/smith97microprocessor.pdf",
  URL =          "http://citeseer.ist.psu.edu/171256.html",
  DOI =          "doi:10.1109/ICEC.1997.592354",
  abstract =     "This paper discusses the use of a genetic algorithm to
                 generate test programs for the verification of the
                 design of a modern microprocessor. The algorithm
                 directly learns sequences of assembly-code instructions
                 which satisfy a coverage metric for one specific part
                 of a design. The complexity of the design is such that
                 it is not simple to predict in advance the length of
                 the program needed to achieve coverage, and there is a
                 severe time penalty for evaluating long tests. This has
                 led to the development of a genetic algorithm which
                 uses a two phase mechanism for variation in string
                 length, through maintenance of a diverse population
                 with varying lengths coupled with a meta-algorithm for
                 periodic larger increases",
  notes =        "ICEC-97",
}

Genetic Programming entries for James Smith M Bartley Terence C Fogarty

Citations