title: Chaos enhanced differential evolution in the task of evolutionary control of selected set of discrete chaotic systems.
abstract: Evolutionary technique differential evolution (DE) is used for the evolutionary tuning of controller parameters for the stabilization of set of different chaotic systems. The novelty of the approach is that the selected controlled discrete dissipative chaotic system is used also as the chaotic pseudorandom number generator to drive the mutation and crossover process in the DE. The idea was to utilize the hidden chaotic dynamics in pseudorandom sequences given by chaotic map to help differential evolution algorithm search for the best controller settings for the very same chaotic system. The optimizations were performed for three different chaotic systems, two types of case studies and developed cost functions.
authors.affiliation: Faculty of Applied Informatics, Tomas Bata University in Zlin, Náměstí T.G. Masaryka 5555, 760 01 Zlin, Czech Republic.
authors.forename: Roman
authors.identifier: 0000-0002-5839-4263
authors.initials: R
authors.lastname: Senkerik
authors.affiliation: Faculty of Electrical Engineering and Computer Science, VŠB-Technical University of Ostrava, 17 Listopadu 15, Poruba, 708 33 Ostrava, Czech Republic.
authors.forename: Ivan
authors.identifier: 0000-0002-3858-7340
authors.initials: I
authors.lastname: Zelinka
authors.affiliation: Faculty of Applied Informatics, Tomas Bata University in Zlin, Náměstí T.G. Masaryka 5555, 760 01 Zlin, Czech Republic.
authors.forename: Michal
authors.initials: M
authors.lastname: Pluhacek
authors.affiliation: Faculty of Electrical Engineering and Computer Science, VŠB-Technical University of Ostrava, 17 Listopadu 15, Poruba, 708 33 Ostrava, Czech Republic.
authors.forename: Donald
authors.initials: D
authors.lastname: Davendra
authors.affiliation: Faculty of Applied Informatics, Tomas Bata University in Zlin, Náměstí T.G. Masaryka 5555, 760 01 Zlin, Czech Republic.
authors.forename: Zuzana
authors.initials: Z
authors.lastname: Oplatková Kominkova
mesh_terms: D000465:Algorithms; D017711:Nonlinear Dynamics