DocumentCode
3518761
Title
A new approach for controlling chaotic economic systems based on predictive control
Author
Li, Dongmei ; Cao, Shugui ; Chen, Junxia
Author_Institution
Sch. of Econ. & Manage., Hebei Univ. of Sci. & Technol., China
Volume
2
fYear
2004
fDate
15-19 June 2004
Firstpage
1304
Abstract
For chaotic economic systems with multi-parameters, we introduce the predictive control into the control of chaotic economic systems and propose a small parameters perturbations control algorithm based on predictive control. By making small control parameters perturbations, which is achieved by solving a constrained nonlinear programming problem, the chaotic motion in an unknown chaotic system is stabilized onto the desired unstable fixed point. The proposed control system has much faster response, so it requires much shorter time to stabilize the chaotic system. The algorithm is simple. The convergence of the control algorithm and the stability of the control system can be guaranteed. The theoretic analysis and simulation demonstrate the effectiveness of the approach.
Keywords
economics; nonlinear control systems; nonlinear programming; perturbation techniques; predictive control; stability; uncertain systems; chaotic economic systems; chaotic motion; constrained nonlinear programming problem; predictive control; small parameters perturbations control algorithm; unknown chaotic system; Analytical models; Chaos; Control systems; Convergence; Economic forecasting; Motion control; Nonlinear control systems; Prediction algorithms; Predictive control; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN
0-7803-8273-0
Type
conf
DOI
10.1109/WCICA.2004.1340849
Filename
1340849
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