Multi-Objective Evolution of Ultra-Fast General-Purpose Hash Functions

Created by W.Langdon from gp-bibliography.bib Revision:1.4163

@InProceedings{Grochol:2018:EuroGP,
  author =       "David Grochol and Lukas Sekanina",
  title =        "Multi-Objective Evolution of Ultra-Fast
                 General-Purpose Hash Functions",
  booktitle =    "EuroGP 2018: Proceedings of the 21st European
                 Conference on Genetic Programming",
  year =         "2018",
  month =        "4-6 " # apr,
  editor =       "Mauro Castelli and Lukas Sekanina and 
                 Mengjie Zhang and Stefano Cagnoni and Pablo Garcia-Sanchez",
  series =       "LNCS",
  volume =       "10781",
  publisher =    "Springer Verlag",
  address =      "Parma, Italy",
  pages =        "187--202",
  organisation = "EvoStar, Species",
  keywords =     "genetic algorithms, genetic programming: Poster",
  isbn13 =       "978-3-319-77552-4",
  DOI =          "doi:10.1007/978-3-319-77553-1_12",
  abstract =     "Hashing is an important function in many applications
                 such as hash tables, caches and Bloom filters. In past,
                 genetic programming was applied to evolve
                 application-specific as well as general-purpose hash
                 functions, where the main design target was the quality
                 of hashing. As hash functions are frequently called in
                 various time-critical applications, it is important to
                 optimize their implementation with respect to the
                 execution time. In this paper, linear genetic
                 programming is combined with NSGA-II algorithm in order
                 to obtain general-purpose, ultra-fast and high-quality
                 hash functions. Evolved hash functions show highly
                 competitive quality of hashing, but significantly
                 reduced execution time in comparison with the state of
                 the art hash functions available in literature.",
  notes =        "Part of \cite{Castelli:2018:GP} EuroGP'2018 held in
                 conjunction with EvoCOP2018, EvoMusArt2018 and
                 EvoApplications2018",
}

Genetic Programming entries for David Grochol Lukas Sekanina

Citations