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Categorical Lyapunov Theory I: Stability of Flows
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Lyapunov's theorem provides a fundamental characterization of the stability of dynamical systems. This paper presents a categorical framework for Lyapunov theory, generalizing stability analysis with Lyapunov functions categorically. Core to our approach is the set of axioms underlying a setting for stability, which give the necessary ingredients for ``doing Lyapunov theory'' in a category of interest. With these minimal assumptions, we define the stability of equilibria, formulate Lyapunov morphisms, and demonstrate that the existence of Lyapunov morphisms is necessary and sufficient for establishing the stability of flows. To illustrate these constructions, we show how classical notions of stability, e.g., for continuous and discrete time dynamical systems, are captured by this categorical framework for Lyapunov theory. Finally, to demonstrate the extensibility of our framework, we illustrate how enriched categories, e.g., Lawvere metric spaces, yield settings for stability enabling one to ``do Lyapunov theory'' in enriched categories.
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Cited by 2 Pith papers
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Categorical Lyapunov Theory II: Stability of Systems
A categorical framework lets Lyapunov's stability criterion be stated and proved for F-coalgebras, with a converse theorem under extra axioms.
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Dynamical Systems as Functorial Realisations of Abstract Evolution Shapes
A categorical framework defines dynamical systems as functors from abstract evolution shapes to coefficient categories, with convergence and Lyapunov stability expressed through cosieve filters and sublevel neighbourhoods.
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