A New Angle: On Evolving Rotation Symmetric Boolean Functions
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{Carlet:2024:evoapplications,
-
author = "Claude Carlet and Marko Durasevic and
Bruno Gasperov and Domagoj Jakobovic and Luca Mariot and
Stjepan Picek",
-
title = "A New Angle: On Evolving Rotation Symmetric Boolean
Functions",
-
booktitle = "27th International Conference, EvoApplications 2024",
-
year = "2024",
-
editor = "Stephen Smith and Joao Correia and
Christian Cintrano",
-
series = "LNCS",
-
volume = "14634",
-
publisher = "Springer",
-
address = "Aberystwyth",
-
month = "3-5 " # apr,
-
pages = "287--302",
-
organisation = "EvoStar, Species",
-
keywords = "genetic algorithms, genetic programming, rotation
symmetry, Boolean functions, metaheuristics,
nonlinearity",
-
isbn13 = "978-3-031-56851-0",
-
URL = "https://rdcu.be/dDZU2",
-
DOI = "doi:10.1007/978-3-031-56852-7_19",
-
abstract = "Rotation symmetric Boolean functions represent an
interesting class of Boolean functions as they are
relatively rare compared to general Boolean functions.
At the same time, the functions in this class can have
excellent cryptographic properties, making them
interesting for various practical applications. The
usage of metaheuristics to construct rotation symmetric
Boolean functions is a direction that has been explored
for almost twenty years. Despite that, there are very
few results considering evolutionary computation
methods. This paper uses several evolutionary
algorithms to evolve rotation symmetric Boolean
functions with different properties. Despite using
generic metaheuristics, we obtain results that are
competitive with prior work relying on customized
heuristics. Surprisingly, we find that bitstring and
floating point encodings work better than the tree
encoding. Moreover, evolving highly nonlinear general
Boolean functions is easier than rotation symmetric
ones.",
-
notes = "http://www.evostar.org/2024/ EvoApplications2024 held
in conjunction with EuroGP'2024, EvoCOP2024 and
EvoMusArt2024",
- }
Genetic Programming entries for
Claude Carlet
Marko Durasevic
Bruno Gasperov
Domagoj Jakobovic
Luca Mariot
Stjepan Picek
Citations