Evolving Algebraic Constructions for Designing Bent Boolean Functions

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Picek:2016:GECCO,
  author =       "Stjepan Picek and Domagoj Jakobovic",
  title =        "Evolving Algebraic Constructions for Designing Bent
                 {Boolean} Functions",
  booktitle =    "GECCO '16: Proceedings of the 2016 Annual Conference
                 on Genetic and Evolutionary Computation",
  year =         "2016",
  editor =       "Tobias Friedrich",
  pages =        "781--788",
  keywords =     "genetic algorithms, genetic programming",
  month =        "20-24 " # jul,
  organisation = "SIGEVO",
  address =      "Denver, USA",
  publisher =    "ACM",
  publisher_address = "New York, NY, USA",
  isbn13 =       "978-1-4503-4206-3",
  URL =          "http://www.human-competitive.org/sites/default/files/picek-jakobovic-text.txt",
  DOI =          "doi:10.1145/2908812.2908915",
  abstract =     "The evolution of Boolean functions that can be used in
                 cryptography is a topic well studied in the last
                 decades. Previous research, however, has focused on
                 evolving Boolean functions directly, and not on general
                 methods that are capable of generating the desired
                 functions.

                 The former approach has the advantage of being able to
                 produce a large number of functions in a relatively
                 short time, but it directly depends on the size of the
                 search space. In this paper, we present a method to
                 evolve algebraic constructions for generation of bent
                 Boolean functions. To strengthen our approach, we
                 define three types of constructions and give
                 experimental results for them. Our results show that
                 this approach is able to produce a large number of
                 constructions, which could in turn enable the
                 construction of many more Boolean functions with a
                 larger number of variables.",
  notes =        "Entered 2016 HUMIES

                 KU Leuven Belgium, Faculty of Electrical Engineering
                 and Computing Croatia

                 GECCO-2016 A Recombination of the 25th International
                 Conference on Genetic Algorithms (ICGA-2016) and the
                 21st Annual Genetic Programming Conference (GP-2016)",
}

Genetic Programming entries for Stjepan Picek Domagoj Jakobovic

Citations