DocumentCode
2409857
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
fYear
2005
fDate
8-10 Aug. 2005
Firstpage
80
Lastpage
85
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Cognitive Informatics, 2005. (ICCI 2005). Fourth IEEE Conference on
Print_ISBN
0-7803-9136-5
Type
conf
DOI
10.1109/COGINF.2005.1532618
Filename
1532618
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