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Let $p>1$. The Harnack inequality and H\"older continuity for $p$-harmonic functions in bounded domains in $\mathbb{R}^d$ are usually proved via Moser iteration. In 2013 Luiro, Parviainen and Saksman showed that tug-of-war games can also be…

Probability · Mathematics 2026-05-12 Yuval Peres , Han Wang

We prove local Lipschitz continuity and Harnack's inequality for value functions of the stochastic game tug-of-war with noise and running payoff. As a consequence, we obtain game-theoretic proofs for the same regularity properties for…

Analysis of PDEs · Mathematics 2015-09-11 Eero Ruosteenoja

We give a self-contained and short proof for the existence, uniqueness and measurability of so called $p$-harmonious functions. The proofs only use elementary analytic tools. As a consequence, we obtain existence, uniqueness and…

Analysis of PDEs · Mathematics 2012-11-05 Hannes Luiro , Mikko Parviainen , Eero Saksman

We prove an asymptotic Lipschitz estimate for value functions of tug-of-war games with varying probabilities defined in $\Omega\subset \mathbb R^n$. The method of the proof is based on a game-theoretic idea to estimate the value of a…

Analysis of PDEs · Mathematics 2018-06-29 Ángel Arroyo , Hannes Luiro , Mikko Parviainen , Eero Ruosteenoja

We investigate various boundary decay estimates for $p(\cdot)$-harmonic functions. For domains in $\mathbb{R}^n, n\geq 2$ satisfying the ball condition ($C^{1,1}$-domains) we show the boundary Harnack inequality for $p(\cdot)$-harmonic…

Analysis of PDEs · Mathematics 2014-05-13 Tomasz Adamowicz , Niklas Lundström

We define a random step size tug-of-war game, and show that the gradient of a value function exists almost everywhere. We also prove that the gradients of value functions are uniformly bounded and converge weakly to the gradient of the…

Analysis of PDEs · Mathematics 2020-04-24 Amal Attouchi , Hannes Luiro , Mikko Parviainen

We consider the obstacle problem for the infinity Laplace equation. Given a Lipschitz boundary function and a Lipschitz obstacle we prove the existence and uniqueness of a super infinity-harmonic function constrained to lie above the…

Analysis of PDEs · Mathematics 2013-07-16 Juan J. Manfredi , Julio D. Rossi , Stephanie J. Somersille

We study local regularity properties of value functions of time-dependent tug-of-war games. For games with constant probabilities we get local Lipschitz continuity. For more general games with probabilities depending on space and time we…

Analysis of PDEs · Mathematics 2018-06-20 Mikko Parviainen , Eero Ruosteenoja

In this paper, we provide new results about an invariance of $p$-harmonic functions under boundary perturbations by using tug-of-war with noise; a probabilistic interpretation of $p$-harmonic functions introduced by Peres-Sheffield in…

Analysis of PDEs · Mathematics 2010-03-24 Sungwook Kim

We prove a global version of the classical result that $p$-harmonic functions belong to $W^{2,2}_{loc}$ for $1<p<3+\frac{2}{n-2}$. The proof relies on Cordes' matrix inequalities [7] and techniques from the work of Cianchi and Maz'ya [5,6].

Analysis of PDEs · Mathematics 2022-08-30 Akseli Haarala , Saara Sarsa

This paper is concerned with nonlinear elliptic equations in nondivergence form where the operator has a first order drift term which is not Lipschitz continuous. Under this condition the equations are nonhomogeneous and nonnegative…

Analysis of PDEs · Mathematics 2019-06-27 Vesa Julin

We propose a new version of the tug-of-war game and a corresponding dynamic programming principle related to the $p$-Laplacian with $1<p<2$. For this version, the asymptotic H\"older continuity of solutions can be directly derived from…

Analysis of PDEs · Mathematics 2022-12-22 Ángel Arroyo , Mikko Parviainen

The objective is the interplay between stochastic processes and partial differential equations. To be more precise, we focus on the connection between the nonlinear p-Laplace equation, and the stochastic game called tug-of-war with noise.…

Analysis of PDEs · Mathematics 2023-06-06 Mikko Parviainen

We prove a local Brunn-Minkowski inequality for a functional corresponding to p-harmonic measures for 2 < p < n+1.

Analysis of PDEs · Mathematics 2026-03-24 Ariel A. Aguas-Barreno , Murat Akman , Shirsho Mukherjee

By using coupling arguments, Harnack type inequalities are established for a class of stochastic (functional) differential equations with multiplicative noises and non-Lipschitzian coefficients. To construct the required couplings, two…

Probability · Mathematics 2012-08-28 Jinghai Shao , Feng-Yu Wang , Chenggui Yuan

We prove the intrinsic Harnack's inequality for a general form of a parabolic equation that generalizes both the standard parabolic $p$-Laplace equation and the normalized version arising from stochastic game theory. We prove each result…

Analysis of PDEs · Mathematics 2025-06-23 Tapio Kurkinen , Jarkko Siltakoski

We study a tug-of-war game with varying probabilities. In particular, we show that the value of the game is locally asymptotically H\"{o}lder continuous. We also show the existence and uniqueness of values of the game. As an application, we…

Analysis of PDEs · Mathematics 2018-07-20 Ángel Arroyo , Joonas Heino , Mikko Parviainen

A monotonicity property of Harnack inequality is proved for positive invariant harmonic functions in the unit ball.

Classical Analysis and ODEs · Mathematics 2007-05-23 Yifei Pan , Mei Wang

We study $p$-harmonic functions, $ 1 < p\neq 2 < \infty$, in $ \mathbb{R}^{2}_+ = \{ z = x + i y : y > 0, - \infty < x < \infty \} $ and $B( 0, 1 ) = \{ z : |z| < 1 \}$. We first show for fixed $ p$, $1 < p\neq 2 < \infty$, and for all…

Analysis of PDEs · Mathematics 2020-02-13 Murat Akman , John Lewis , Andrew Vogel

We construct explicit examples of $p$-harmonic maps $u:\mathbb{R}^n \to \mathbb{R}^N$. These are more irregular than the previously known examples and thus provide new upper bounds for the regularity of $p$-harmonic maps, including the case…

Analysis of PDEs · Mathematics 2025-02-18 Anna Balci , Linus Behn , Lars Diening , Johannes Storn
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