On the differential evolution driven by selected discrete chaotic systems: Extended study

Abstract

This research deals with the extended investigations on the concept of a chaos-driven Differential Evolution. This paper is aimed at the embedding of simple chaotic systems in the form of chaos number generator for Differential Evolution. The chaotic systems of interest are the discrete dissipative systems. Six chaotic systems were selected as chaotic pseudo-random number generators. Repeated simulations were performed on standard benchmark functions set at higher dimensions. Finally, the obtained results are compared with canonical Differential Evolution.