The Wasserstein gradient flow of the Fisher information and the Quantum drift-diffusion equation
Articolo
Data di Pubblicazione:
2009
Abstract:
We prove the global existence of non-negative variational solutions to
the “drift diffusion” evolution equation under variational boundary
condition. Despite the lack of a maximum principle for fourth order
equations, non-negative solutions can be obtained as a limit of a
variational approximation scheme by exploiting the particular
structure of this equation, which is the gradient flow of the
(perturbed) Fisher information functional with respect to the
Kantorovich–Rubinstein–Wasserstein distance between probability
measures. We also study long-time behavior of the solutions, proving
their exponential decay to the equilibrium state when the potential is
uniformly convex.
the “drift diffusion” evolution equation under variational boundary
condition. Despite the lack of a maximum principle for fourth order
equations, non-negative solutions can be obtained as a limit of a
variational approximation scheme by exploiting the particular
structure of this equation, which is the gradient flow of the
(perturbed) Fisher information functional with respect to the
Kantorovich–Rubinstein–Wasserstein distance between probability
measures. We also study long-time behavior of the solutions, proving
their exponential decay to the equilibrium state when the potential is
uniformly convex.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
GRADIENT FLOW; WASSERSTEIN DISTANCE; FISHER INFORMATION; QUANTUM DRIFT-DIFFUSION EQUATION
Elenco autori:
Gianazza, UGO PIETRO; Savare', Giuseppe; Toscani, Giuseppe
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