Short-Time Linear Response with Reduced-Rank Tangent Map |
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Authors: | Rafail V ABRAMOV |
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Institution: | Dedicated to Professor Andrew Majda on the Occasion of his 60th Birthday |
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Abstract: | The recently developed short-time linear response algorithm, which predicts the response of a nonlinear chaotic forced-dissipative
system to small external perturbation, yields high precision of the response prediction. However, the computation of the short-time
linear response formula with the full rank tangent map can be expensive. Here, a numerical method to potentially overcome
the increasing numerical complexity for large scale models with many variables by using the reduced-rank tangent map in the
computation is proposed. The conditions for which the short-time linear response approximation with the reduced-rank tangent
map is valid are established, and two practical situations are examined, where the response to small external perturbations
is predicted for nonlinear chaotic forced-dissipative systems with different dynamical properties. |
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Keywords: | Fluctuation-dissipation theorem Linear response |
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