Construction and heat kernel estimates of general stable-like Markov processes

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
V. Knopova, A. Kulik, R. Schilling
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引用次数: 17

Abstract

A stable-like process is a Feller process $(X_t)_{t\geq 0}$ taking values in $\mathbb{R}^d$ and whose generator behaves, locally, like an $\alpha$-stable Levy process, but the index $\alpha$ and all other characteristics may depend on the state space. More precisely, the jump measure need not to be symmetric and it strongly depends on the current state of the process; moreover, we do not require the gradient term to be dominated by the pure jump part. Our approach is to understand the above phenomena as suitable microstructural perturbations. We show that the corresponding martingale problem is well-posed, and its solution is a strong Feller process which admits a transition density. For the transition density we obtain a representation as a sum of an explicitly given principal term -- this is essentially the density of an $\alpha$-stable random variable whose parameters depend on the current state $x$ -- and a residual term; the $L^\infty\otimes L^1$-norm of the residual term is negligible and so is, under an additional structural assumption, the $L^\infty\otimes L^\infty$-norm. Concrete examples illustrate the relation between the assumptions and possible transition density estimates.
类广义马尔可夫过程的构造和热核估计
一个类似稳定的过程是一个Feller过程$(X_t)_{t\geq 0}$,在$\mathbb{R}^d$中取值,其生成器在本地的行为类似于一个$\alpha$ -稳定的Levy过程,但是索引$\alpha$和所有其他特征可能依赖于状态空间。更准确地说,跳跃测量不需要是对称的,它强烈依赖于进程的当前状态;此外,我们不要求梯度项被纯跳跃部分支配。我们的方法是将上述现象理解为合适的微观结构扰动。我们证明了相应的鞅问题是适定的,它的解是一个允许过渡密度的强Feller过程。对于过渡密度,我们得到了一个显式给定的主项的和的表示——这本质上是一个$\alpha$稳定随机变量的密度,其参数取决于当前状态$x$——和一个残差项;残差项的$L^\infty\otimes L^1$ -norm可以忽略不计,在另一个结构假设下,$L^\infty\otimes L^\infty$ -norm也可以忽略不计。具体的例子说明了假设与可能的过渡密度估计之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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