Chaos on compact manifolds: Differentiable synchronizations beyond the Takens theorem
Lyudmila Grigoryeva, Allen Hart, Juan‐Pablo Ortega
Abstract
This paper shows that a large class of fading memory state-space systems driven by discrete-time observations of dynamical systems defined on compact manifolds always yields continuously differentiable synchronizations. This general result provides a powerful tool for the representation, reconstruction, and forecasting of chaotic attractors. It also improves previous statements in the literature for differentiable generalized synchronizations, whose existence was so far guaranteed for a restricted family of systems and was detected using Hölder exponent-based criteria.
Topics & Concepts
Differentiable functionAttractorChaoticRepresentation (politics)Class (philosophy)Dynamical systems theoryPure mathematicsMathematicsExponentSpace (punctuation)Topology (electrical circuits)Computer scienceMathematical analysisPhysicsCombinatoricsArtificial intelligencePolitical scienceLawPhilosophyOperating systemQuantum mechanicsLinguisticsPoliticsNonlinear Dynamics and Pattern FormationChaos control and synchronizationNeural Networks and Reservoir Computing