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Stochastic ordinary and partial differential equations generalize the concepts of ordinary and partial differential equations to the setting where the unknown is a stochastic process.
4
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1
answer
440
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Sufficient conditions for a SDE to have a stationary probability measure
Apologies if this question is too basic for MathOverflow.
For a smooth Wiener-driven SDE on a non-compact manifold $M$ taking the form
$$ dX_t = b(X_t) dt + \sum_{i=1}^k \sigma_i(X_t) \ast dW_t^i $$
w …
4
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Sufficient conditions for a SDE to have a stationary probability measure
Thanks to Nawaf Bou-Rabee's comments, I can post a first answer. Specifically, Theorem 2.2.1 of [Cerrai '01] seems to state the following - although it is hard to say for certain that I have interpret …
4
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0
answers
101
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Are smooth dynamical systems stabilised by "sufficient noisiness"?
Preliminaries.
(See [1] for further details.)
Let $M$ be a compact connected $C^\infty$ Riemannian manifold.
We say that a list $\sigma_1,\ldots,\sigma_n$ ($n \in \mathbb{N}$) of $C^\infty$ vector fie …
3
votes
2
answers
262
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For a SDE with smooth transition densities, if every point is "path-accessible", is every po...
Suppose we have a $C^\infty$ manifold $M$ and $C^\infty$ vector fields $b,\sigma_1,\ldots,\sigma_k$ on $M$, and for convenience define the set of vector fields
$$ \mathcal{S} = \{b,\sigma_1,-\sigma_1, …
2
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For a SDE with smooth transition densities, if every point is "path-accessible", is every po...
By adapting the arguments in Sec. 3.3.6.1 of the Michel & Pardoux notes linked to by Nawaf Bou-Rabee, I think I can prove the result. (I will assume for simplicity that the SDE has global existence of …
1
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0
answers
74
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Has this type of pathwise (S)DE been studied before?
I thought of a possible type of pathwise-defined nonautonomous/stochastic differential equation, and I was wondering if it has been studied before.
Let $(G,\ast)$ be an abelian $C^1$ Lie grou …
1
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0
answers
48
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Example of a "very noisy" SDE on a compact manifold with zero maximal Lyapunov exponent
Setting:
Let $M$ be a compact connected $C^\infty$ Riemannian manifold of dimension $D \geq 2$, with $\lambda$ the normalised Riemannian volume measure.
Write $T_{\neq 0}M \subset TM$ for the non-ze …
1
vote
1
answer
191
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Does Hörmander's condition imply smooth density of transition probabilities conditioned on n...
Motivation. I’m not an expert on stochastic calculus and stochastic differential equations; I often see the Fokker-Planck equations and Hörmander's theorem formulated as addressing “transition probabi …
0
votes
1
answer
94
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If a probability measure is stationary in both forward time and reverse time, does this impl...
Let $(\Omega,\mathcal{F},\mathbb{P})$ be a probability space and let $X$ be a compact metric space. Let $F \colon \Omega \times X \to X$ and $\bar{F} \colon \Omega \times X \to X$ be measurable functi …
0
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1
answer
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In smooth stochastic dynamics, if a Lebesgue-like measure is both forward-time and reverse-t...
Let $(\Omega,\mathcal{F},\mathbb{P})$ be a probability space and let $X$ be a compact connected $C^\infty$-smooth manifold. Let $F \colon \Omega \times X \to X$ and $\bar{F} \colon \Omega \times X \to …