Int. J. of Applied Mathematics, Computational Science and Systems Engineering

Archive

Article

Chaos Driven Evolutionary Algorithm: a New Approach for Evolutionary Optimization

Author(s): Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Kominkova Oplatkova

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.

Keywords: Chaos, Differential evolution, Evolutionary algorithms, Lozi map.

Pages: 30-35

Contact

Ιnt. J. of Applied Mathematics, Computational Science and Systems Engineering (published by International Academic Publications)

Location:

"International Academic Publications", 1666 Kennedy Causeway #412, North Bay Village, Miami, Florida, United States of America.

Email:

info@iapub.org, ijamcse@aol.com

Call:

+1 914 2787705