Cutoff Thermalization for Ornstein–Uhlenbeck Systems with Small Lévy Noise in the Wasserstein Distance
نویسندگان
چکیده
Abstract This article establishes cutoff thermalization (also known as the phenomenon ) for a class of generalized Ornstein–Uhlenbeck systems $$(X^\varepsilon _t(x))_{t\geqslant 0}$$ (Xt?(x))t?0 with $$\varepsilon $$ xmlns:mml="http://www.w3.org/1998/Math/MathML">? -small additive Lévy noise and initial value x . The driving processes include Brownian motion, $$\alpha xmlns:mml="http://www.w3.org/1998/Math/MathML">? -stable flights, finite intensity compound Poisson processes, red noises, may be highly degenerate. Window is shown under mild generic assumptions; that is, we see an asymptotically sharp $$\infty /0$$ xmlns:mml="http://www.w3.org/1998/Math/MathML">?/0 -collapse renormalized Wasserstein distance from current state to equilibrium measure $$\mu ^\varepsilon xmlns:mml="http://www.w3.org/1998/Math/MathML">?? along time window centered on precise -dependent scale $$\mathfrak {t}_\varepsilon xmlns:mml="http://www.w3.org/1998/Math/MathML">t? In many interesting situations such reversible (Lévy) diffusions it possible prove existence explicit, universal, deterministic profile That data obtain stronger result $$\mathcal {W}_p(X^\varepsilon _{t_\varepsilon + r}(x), \mu \cdot \varepsilon ^{-1} \rightarrow K\cdot e^{-q r}$$ xmlns:mml="http://www.w3.org/1998/Math/MathML">Wp(Xt?+r?(x),??)·?-1?K·e-qr any $$r\in \mathbb {R}$$ xmlns:mml="http://www.w3.org/1998/Math/MathML">r?R 0$$ xmlns:mml="http://www.w3.org/1998/Math/MathML">??0 some spectral constants $$K, q>0$$ xmlns:mml="http://www.w3.org/1998/Math/MathML">K,q>0 $$p\geqslant 1$$ xmlns:mml="http://www.w3.org/1998/Math/MathML">p?1 whenever finite. this limit characterized by absence non-normal growth patterns in terms orthogonality condition computable family eigenvectors {Q}$$ xmlns:mml="http://www.w3.org/1998/Math/MathML">Q Precise error bounds are given. Using these results, provides complete discussion classical linear oscillator friction subject motion or flights. Furthermore, cover degenerate case chain oscillators heat bath at low temperature.
منابع مشابه
Sub-ballistic behavior in quantum systems with Lévy noise.
We investigate the quantum walk and the quantum kicked rotor in resonance subjected to noise with a Lévy waiting time distribution. We find that both systems have a sub-ballistic wave function spreading as shown by a power-law tail of the standard deviation.
متن کاملWasserstein Distance Measure Machines
This paper presents a distance-based discriminative framework for learning with probability distributions. Instead of using kernel mean embeddings or generalized radial basis kernels, we introduce embeddings based on dissimilarity of distributions to some reference distributions denoted as templates. Our framework extends the theory of similarity of Balcan et al. (2008) to the population distri...
متن کاملDistributionally Robust Stochastic Optimization with Wasserstein Distance
Distributionally robust stochastic optimization (DRSO) is a robust approach to stochastic optimization problems in which the underlying distribution is not known exactly. It seeks a decision which hedges against the worst-case distribution in an ambiguity set, containing a family of distributions relevant to the considered problem. Unfortunately, the worst-case distributions resulting from many...
متن کاملEulerian Calculus for the Contraction in the Wasserstein Distance
We consider the porous medium equation on a compact Riemannian manifold and give a new proof of the contraction of its semigroup in the Wasserstein distance. This proof is based on the insight that the porous medium equation does not increase the size of infinitesimal perturbations along gradient flow trajectories, and on an Eulerian formulation for the Wasserstein distance using smooth curves....
متن کاملEulerian Calculus for the Displacement Convexity in the Wasserstein Distance
In this paper we give a new proof of the (strong) displacement convexity of a class of integral functionals de ned on a compact Riemannian manifold satisfying a lower Ricci curvature bound. Our approach does not rely on existence and regularity results for optimal transport maps on Riemannian manifolds, but it is based on the Eulerian point of view recently introduced by Otto-Westdickenberg in ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Statistical Physics
سال: 2021
ISSN: ['0022-4715', '1572-9613']
DOI: https://doi.org/10.1007/s10955-021-02815-0