An Initial Study on the New Adaptive Approach for Multi-chaotic Differential Evolution

Abstract

Abstract. This paper aims on the initial investigations on the novel adaptive multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This paper is focused on the embedding and adaptive alternating of set of two discrete dissipative chaotic systems in the form of chaotic pseudo random number generators for the DE. In this paper the novel adaptive concept of DE/rand/1/bin strategy driven alternately by two chaotic maps (systems) is introduced. Repeated simulations were performed and analyzed on the well known test function in higher dimension setting.