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We investigate stochastic averaging theory for locally Lipschitz discrete-time nonlinear systems with stochastic perturbation and its applications to convergence analysis of discrete-time stochastic extremum seeking algorithms. Firstly, by…

最优化与控制 · 数学 2015-02-18 Shu-Jun Liu , Miroslav Krstic

In this work we study the averaging principle for non-autonomous slow-fast systems of stochastic differential equations. In particular in the first part we prove the averaging principle assuming the sublinearity, the Lipschitzianity and the…

概率论 · 数学 2021-01-12 Filippo de Feo

Averaging is an important method to extract effective macroscopic dynamics from complex systems with slow modes and fast modes. This article derives an averaged equation for a class of stochastic partial differential equations without any…

偏微分方程分析 · 数学 2009-04-10 W. Wang , A. J. Roberts

In this work, using the well-known mean-value theorem (Lagrange's theorem) we obtain an inequality for n-th order differential equations with retarded argument. If the retarded argument vanishes then the inequality turns to an inequality…

经典分析与常微分方程 · 数学 2015-12-04 Erdoğan Şen

This paper is devoted to studying the averaging principle for stochastic differential equations with slow and fast time-scales, where the drift coefficients satisfy local Lipschitz conditions with respect to the slow and fast variables, and…

概率论 · 数学 2020-08-19 Wei Liu , Michael Röckner , Xiaobin Sun , Yingchao Xie

We are concerned with averaging theorems for $\epsilon$-small stochastic perturbations of integrable equations in $\mathbb{R}^d \times \mathbb{T}^n =\{(I,\varphi)\}$ $$ \dot I(t) =0,\quad \dot \varphi(t) = \theta(I), \qquad (1)$$ and in…

概率论 · 数学 2024-11-12 Guan Huang , Sergei Kuksin , Andrey Piatnitski

In this work, we present the equivalent of many theorems available for continuous time systems. In particular, the theory is applied to Averaging Theory and Separation of time scales. In particular the proofs developed for Averaging Theory…

最优化与控制 · 数学 2018-09-17 Nicoletta Bof , Ruggero Carli , Luca Schenato

This work explores the use of a forward-backward martingale method together with a decoupling argument and entropic estimates between the conditional and averaged measures to prove a strong averaging principle for stochastic differential…

概率论 · 数学 2017-09-18 Bob Pepin

In contrast to existing works on stochastic averaging on finite intervals, we establish an averaging principle on the whole real axis, i.e. the so-called second Bogolyubov theorem, for semilinear stochastic ordinary differential equations…

动力系统 · 数学 2020-03-27 David Cheban , Zhenxin Liu

We study approximation of non-autonomous linear differential equations with variable delay over infinite intervals. We use piecewise constant argument to obtain a corresponding discrete difference equation. The study of numerical…

经典分析与常微分方程 · 数学 2016-07-26 Daniel Sepúlveda

The determination of the time averages of continuous functions, or discrete time sequences is important for various problems in physics and engineering, and the generalized final-value theorems of the Laplace and z-transforms, relevant to…

数学物理 · 物理学 2012-07-25 Emanuel Gluskin , Shmuel Miller

The work considers a system of fractional order partial differential equations. The existence and uniqueness theorems for the classical solution of initial-boundary value problems are proved in two cases: 1) the right-hand side of the…

偏微分方程分析 · 数学 2024-03-28 Ravshan Ashurov , Oqila Muhiddinova

We present a geometric proof of the averaging theorem for perturbed dynamical systems on a Riemannian manifold, in the case where the flow of the unperturbed vector field is periodic and the $\mathbb{S}^{1}$-action associated to this vector…

微分几何 · 数学 2015-12-17 Misael Avendaño Camacho , Guillermo Dávila Rascón

Linear nonautonomous/random parabolic partial differential equations are considered under the Dirichlet, Neumann or Robin boundary conditions, where both the zero order coefficients in the equation and the coefficients in the boundary…

偏微分方程分析 · 数学 2017-08-23 Janusz Mierczyński , Wenxian Shen

There exists a well established differential topological theory of singularities of ordinary differential equations. It has mainly studied scalar equations of low order. We propose an extension of the key concepts to arbitrary systems of…

交换代数 · 数学 2021-03-12 Markus Lange-Hegermann , Daniel Robertz , Werner M. Seiler , Matthias Seiss

Some uniform decay estimates are established for solutions of the following type of retarded integral inequalities: $$y(t)\leq E(t,\tau)||y_\tau||+\int_\tau^t K_1(t,s)||y_s||ds+\int_t^\infty K_2(t,s)||y_s||ds+\rho, \hspace{0.5cm}…

动力系统 · 数学 2020-08-18 Desheng Li , Qiang Liu , Xuewei Ju

An existence and uniqueness theorem for a class of stochastic delay differential equations is presented, and the convergence of Euler approximations for these equations is proved under general conditions. Moreover, the rate of almost sure…

概率论 · 数学 2012-12-17 Istvan Gyöngy , Sotirios Sabanis

This paper presents an averaging method for nonlinear systems defined on Riemannian manifolds. We extend closeness of solutions results for ordinary differential equations on $R^{n}$ to dynamical systems defined on Riemannian manifolds by…

最优化与控制 · 数学 2014-04-30 Farzin Taringoo , Dragan Nešić , Ying Tan , Peter M. Dower

Motivated by recent problems in mathematical cosmology, in which temporal averaging methods are applied in order to analyze the future asymptotics of models which exhibit oscillatory behavior, we provide a theorem concerning the large-time…

动力系统 · 数学 2021-03-03 David Fajman , Gernot Heißel , Jin Woo Jang

There is no general existence theorem for solutions for nonlinear difference equations, so we must prove the existence of solutions in accordance with models one by one. In our work, we found theorems for the existence of analytic solutions…

经典分析与常微分方程 · 数学 2007-05-23 Mami Suzuki
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