Title :
A new approach in synchronization of uncertain chaos systems through particle swarm optimization
Author :
Gao, Fei ; Lee, Ju-Jang
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Daejeon
Abstract :
The topics of uncertain chaos synchronization have drawn considerable attentions in the last decades. To investigate them in a novel way, an application through particle swarm optimization (PSO) simulating the swarm intelligence is proposed. With two novel techniques, boundary restriction strategy for PSO and transferring the problems of chaos synchronization into a series of multimodal nonlinear optimization problems, synchronization of Henon systems with different cases of system parameters identical, different and uncertain from different initials are discussed respectively. Numerical experiments done by PSO demonstrate the effectiveness and efficiency of the proposed ideas.
Keywords :
nonlinear systems; particle swarm optimisation; synchronisation; uncertain systems; Henon systems; boundary restriction strategy; multimodal nonlinear optimization problems; particle swarm optimization; uncertain chaos synchronization; Application software; Biological system modeling; Chaos; Chemical technology; Computational intelligence; Computational modeling; Computer industry; Evolution (biology); Informatics; Particle swarm optimization;
Conference_Titel :
Industrial Informatics, 2008. INDIN 2008. 6th IEEE International Conference on
Conference_Location :
Daejeon
Print_ISBN :
978-1-4244-2170-1
Electronic_ISBN :
1935-4576
DOI :
10.1109/INDIN.2008.4618261