Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Kominkova Oplatkova, "Chaos Driven Evolutionary Algorithm: a New Approach for Evolutionary Optimization," International Journal of Applied Mathematics, Computational Science and Systems Engineering, vol. 3, pp. 30-35, 2021, DOI:
Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Kominkova Oplatkova. Chaos Driven Evolutionary Algorithm: a New Approach for Evolutionary Optimization.
International Journal of Applied Mathematics, Computational Science and Systems Engineering. 2021;3:30-35.
International Journal of Applied Mathematics, Computational Science and Systems Engineering
E-ISSN: 2766-9823
Volume 3, 2021
Chaos Driven Evolutionary Algorithm: a New Approach for Evolutionary Optimization
Authors: , , , ,
Abstract: This research deals with the initial investigations on the concept of a chaos-driven evolutionary algorithm Differential evolution. This paper is aimed at the embedding of simple twodimensional chaotic system, which is Lozi map, in the form of chaos pseudo random number generator for Differential Evolution. The chaotic system of interest is the discrete dissipative system. Repeated simulations were performed on standard benchmark Schwefel’s test function in higher dimensions. Finally, the obtained results are compared with canonical Differential Evolution.
Pages: 30-35 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
WSEAS Transactions on International Journal of Applied Mathematics, Computational Science and Systems Engineering, E-ISSN: 2766-9823, Volume 3, 2021, Art. #6
×
Citation Tools