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Estimation of Lyapunov exponents by using the perceptron | IEEE Conference Publication | IEEE Xplore

Estimation of Lyapunov exponents by using the perceptron


Abstract:

The aim of the paper is to estimate the Lyapunov exponents of a chaotic system. This estimation uses a multilayer perceptron to obtain the Jacobian matrices and uses the ...Show More

Abstract:

The aim of the paper is to estimate the Lyapunov exponents of a chaotic system. This estimation uses a multilayer perceptron to obtain the Jacobian matrices and uses the QR decomposition to obtain the Lyapunov exponents. Two examples are presented to demonstrate the efficiency of this method.
Date of Conference: 08-10 May 2002
Date Added to IEEE Xplore: 07 November 2002
Print ISBN:0-7803-7298-0
Print ISSN: 0743-1619
Conference Location: Anchorage, AK, USA

References

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