Itô, Stratonovich, and zoom-in schemes in stochastic inflation

IF 5.9 2区 物理与天体物理 Q1 ASTRONOMY & ASTROPHYSICS Journal of Cosmology and Astroparticle Physics Pub Date : 2025-04-15 DOI:10.1088/1475-7516/2025/04/035
Eemeli Tomberg
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Abstract

The Itô and Stratonovich approaches are two ways to integrate stochastic differential equations. Detailed knowledge of the origin of the stochastic noise is needed to determine which approach suits a particular problem. I discuss this topic pedagogically in stochastic inflation, where the noise arises from a changing comoving coarse-graining scale or, equivalently, from `zooming in' into inflating space. I introduce a zoom-in scheme where deterministic evolution alternates with instantaneous zoom-in steps. I show that this alternating zoom-in scheme is equivalent to the Itô approach in the Markovian limit, while the Stratonovich approach doesn't have a similar interpretation. In the full non-Markovian setup, the difference vanishes. The framework of zoom-in schemes clarifies the relationship between computations in stochastic inflation, linear perturbation theory, and the classical ΔN formalism. It informs the numerical implementation of stochastic inflation and is a building block for a first-principles derivation of the stochastic equations.
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Itô, Stratonovich,以及随机膨胀中的放大方案
Itô和Stratonovich方法是积分随机微分方程的两种方法。要确定适合特定问题的方法,需要对随机噪声的来源有详细的了解。我在随机膨胀的教学中讨论了这个话题,其中噪声来自于不断变化的粗粒度尺度,或者等效地,来自于膨胀空间的“放大”。我介绍了一个放大方案,其中确定性进化与瞬时放大步骤交替进行。我证明了这种交替放大方案相当于马尔可夫极限下的Itô方法,而Stratonovich方法没有类似的解释。在完全的非马尔可夫设置中,差异消失了。放大方案的框架阐明了随机膨胀、线性摄动理论和经典ΔN形式主义计算之间的关系。它告诉随机膨胀的数值实现,是随机方程的第一性原理推导的基石。
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来源期刊
Journal of Cosmology and Astroparticle Physics
Journal of Cosmology and Astroparticle Physics 地学天文-天文与天体物理
CiteScore
10.20
自引率
23.40%
发文量
632
审稿时长
1 months
期刊介绍: Journal of Cosmology and Astroparticle Physics (JCAP) encompasses theoretical, observational and experimental areas as well as computation and simulation. The journal covers the latest developments in the theory of all fundamental interactions and their cosmological implications (e.g. M-theory and cosmology, brane cosmology). JCAP''s coverage also includes topics such as formation, dynamics and clustering of galaxies, pre-galactic star formation, x-ray astronomy, radio astronomy, gravitational lensing, active galactic nuclei, intergalactic and interstellar matter.
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