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Central limit theorem for a class of one-dimensional kinetic equations
Authors:Federico Bassetti  Lucia Ladelli  Daniel Matthes
Institution:1. Universit?? degli Studi di Pavia, via Ferrata 1, 27100, Pavia, Italy
2. Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133, Milano, Italy
3. Technische Universit?t Wien, Wiedner Hauptstra?e 8-10/E101, 1040, Wien, Austria
Abstract:We introduce a class of kinetic-type equations on the real line, which constitute extensions of the classical Kac caricature. The collisional gain operators are defined by smoothing transformations with rather general properties. By establishing a connection to the central limit problem, we are able to prove long-time convergence of the equation??s solutions toward a limit distribution. For example, we prove that if the initial condition belongs to the domain of normal attraction of a certain stable law ?? ??, then the limit is a scale mixture of ?? ??. Under some additional assumptions, explicit exponential rates for the convergence to equilibrium in Wasserstein metrics are calculated, and strong convergence of the probability densities is shown.
Keywords:
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