Title :
A new model of generating chaos
Author :
Song, Heng ; Zuo, Ji-Zhang ; Zhang, Feng-Ming
Author_Institution :
Inst. of Eng., Air Force Eng. Univ., Xi ´´an, China
Abstract :
According to the problem of being difficult to control randomicity of chaos series generated by neutral networks (NN), this paper presents a new model of generating chaos based on adaptive neurofuzzy, inference system (ANFIS) whose inside parameters are adjusted by delaminating-adaptation genetic algorithm. Simulation shows this new model can generate chaos series with excellent randomicity. And randomicity of chaos series can be intelligently controlled by delaminating-adaptation genetic algorithm. The new model is suitable for spread spectrum communications.
Keywords :
chaos generators; fuzzy neural nets; inference mechanisms; adaptive neurofuzzy inference system; chaos generation; chaos series; delaminating-adaptation genetic algorithm; neutral networks; spread spectrum communication; Adaptive systems; Chaos; Chaotic communication; Delay effects; Equations; Force control; Genetic algorithms; Genetic engineering; Neural networks; Spread spectrum communication;
Conference_Titel :
Cognitive Informatics, 2005. (ICCI 2005). Fourth IEEE Conference on
Print_ISBN :
0-7803-9136-5
DOI :
10.1109/COGINF.2005.1532618
