MODELING OF CHAOTIC SYSTEMS WITH MULTIWAVELET TRANSFORM COMBINED WITH RECURRENT LEAST SQUARES SUPPORT VECTOR MACHINES

DOI10.1142/S0219691307001628zbMath1158.94320MaRDI QIDQ3620401

Taiyi Zhang, Jiancheng Sun, Zheng Xiang

Publication date: 14 April 2009

Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)

zbMATH Keywords

multiwaveletphase spacechaotic attractorsupport vector machines

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Strange attractors, chaotic dynamics of systems with hyperbolic behavior (37D45) Simulation of dynamical systems (37M05)

Cites Work

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• Determining Lyapunov exponents from a time series
• Practical method for determining the minimum embedding dimension of a scalar time series
• Weighted least squares support vector machines: robustness and sparse approximation
• A study of orthonormal multi-wavelets
• Multiwavelet analysis and signal processing
• The double scroll family
• Ten Lectures on Wavelets
• Prediction of Chaotic Time Series Based on the Recurrent Predictor Neural Network

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