A Novel Chaotic System Generator Architecture Based on Optimization Algorithm

Abstract

Chaotic systems have always been of critical importance for researchers as a factor that triggers science and engineering studies. For this reason, understanding the real world more effectively by exploring new chaotic systems has always been a hot research topic. However, discovering new chaotic systems is not an easy process. In this study, a new approach is proposed to address this difficult problem. The original aspect of the proposed study is to develop a new chaotic system based on existing chaotic systems. The proposed theoretical architecture combines the components of existing chaotic systems with a new approach using the advantages of optimization algorithms. The success of the theoretical architecture proposed in the study has been verified on one-dimensional chaotic systems. It has been demonstrated through detailed analysis that the chaotic properties of the chaotic systems produced fulfill the basic requirements most effectively, and it is thought that this will have serious potential in many practical applications in the future.