Simulation Of The Differential Evolution Performance Dependency On Switching Of The Driving Chaotic System
Roman Šenkeřík, Michal Pluháček, Donald David Davendra, Ivan Zelinka, Zuzana Komínková Oplatková · 2014
This research deals with the deeper analysis of the novel concept of a multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This paper is aimed at the embedding and alternating of set of two discrete dissipative chaotic systems in the form of chaos pseudo random number generator for DE. Repeated simulations were performed on the selected test function in higher dimensions. Finally, the obtained results are compared with canonical DE.