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Jacobian Free Computation of Lyapunov Exponents
Authors:Luca Dieci
Affiliation:(1) Georgia Tech, School of Mathematics, Atlanta, Georgia, 30332
Abstract:The purpose of this paper is to present new algorithms to approximate Lyapunov exponents of nonlinear differential equations, without using Jacobian matrices. We first derive first order methods for both continuous and discrete QR approaches, and then second order methods. Numerical testing is given, showing considerable savings with respect to existing implementations.
Keywords:Lyapunov exponents  large systems  Jacobian free  continuous QR  discrete QR
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