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Lyapunov exponents and shear-induced chaos for a Hopf bifurcation with additive noise

  • Peter H. Baxendale

摘要

This paper considers the effect of additive white noise on the normal form for the supercritical Hopf bifurcation in 2 dimensions. The main results involve the asymptotic behavior of the top Lyapunov exponent \(\lambda \) λ associated with this random dynamical system as one or more of the parameters in the system tend to 0 or \(\infty \) . This enables the construction of a bifurcation diagram in parameter space showing stable regions where \(\lambda <0\) λ < 0 (implying synchronization) and unstable regions where \(\lambda > 0\) λ > 0 (implying chaotic behavior). The value of \(\lambda \) λ depends strongly on the shearing effect of the twist factor b/a of the deterministic Hopf bifurcation. If b/a is sufficiently small then \(\lambda <0\) λ < 0 regardless of all the other parameters in the system. But when all the parameters except b are fixed then \(\lambda \) λ grows like a positive multiple of \(b^{2/3}\) b 2 / 3 as \(b \rightarrow \infty \) b .