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Related papers: The Expected Time to End the Tug-of-War in a Wedge

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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

In this paper we show how to use a Tug-of-War game to obtain existence of a viscosity solution to the infinity laplacian with non-homogeneous mixed boundary conditions. For a Lipschitz and positive function $g$ there exists a viscosity…

Analysis of PDEs · Mathematics 2014-02-26 Fernando Charro , Jesus Garcia Azorero , Julio D. Rossi

We formulate a stochastic differential game in continuous time that represents the unique viscosity solution to a terminal value problem for a parabolic partial differential equation involving the normalized $p(x,t)$-Laplace operator. Our…

Analysis of PDEs · Mathematics 2018-08-01 Joonas Heino

Motivated by the "tug-of-war" game studied in [12], we consider a "non-local" version of the game which goes as follows: at every step two players pick respectively a direction and then, instead of flipping a coin in order to decide which…

Analysis of PDEs · Mathematics 2011-05-04 Clayton Bjorland , Luis Caffarelli , Alessio Figalli

Nonlinear PDEs, mean value properties, and stochastic differential games are intrinsically connected. In this short expository note, we will describe how the solutions to certain PDEs (of $p$-Laplacian type) can be interpreted as limits of…

Analysis of PDEs · Mathematics 2014-09-11 Marta Lewicka , Juan J. Manfredi

We give a tug-of-war interpretation of the regularized $p$-Laplacian $\divgg\big((1+|Dv|^2)^{p/2-1}Dv\big)=0$ in a bounded domain $\Omega\subset\R^n$, $p\ge 2$. The key is the linear lift $w(x,x_{n+1})=v(x)+x_{n+1}$, which identifies this…

Analysis of PDEs · Mathematics 2026-05-05 Behrooz Moosavi Ramezanzadeh

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

In this paper we prove that a function $ u\in\mathcal{C}(\bar{\Omega})$ is the continuous value of the Tug-of-War game described in \cite{PSSW} if and only if it is the unique viscosity solution to the infinity laplacian with mixed boundary…

Analysis of PDEs · Mathematics 2009-07-06 Fernando Charro , Jesus Garcia Azorero , Julio D. Rossi

In this paper, we study a certain type of noisy tug-of-war game which can be regarded as an interpretation of a certain type of boundary value problem for the normalized $p$-Laplace equation, where $1<p<2$. More precisely, we will…

Analysis of PDEs · Mathematics 2025-08-05 Jeongmin Han

We present a probabilistic approach to the obstacle problem for for the $p$-Laplace operator. The solutions are approximated by running processes determined by tug-of-war games plus noise, and letting the step size go to zero, not unlike…

Analysis of PDEs · Mathematics 2015-11-24 Marta Lewicka , Juan J. Manfredi

In this paper we use probabilistic arguments (Tug-of-War games) to obtain existence of viscosity solutions to a parabolic problem of the form $$ {cases} K_{(x,t)}(D u)u_t (x,t)= \frac12 <D^2 u J_{(x,t)}(D u),J_{(x,t)}(D u) (x,t) &{in}…

Analysis of PDEs · Mathematics 2014-01-21 Leandro M. Del Pezzo , Julio D. Rossi

In tug-of-war, two players compete by moving a counter along edges of a graph, each winning the right to move at a given turn according to the flip of a possibly biased coin. The game ends when the counter reaches the boundary, a fixed…

Probability · Mathematics 2026-02-10 Yujie Fu , Alan Hammond , Gábor Pete

In this paper, we investigate a class of tug-of-war games that incorporate a constant payoff discount rate at each turn. The associated model problems are $p$-Laplace type partial differential equations with zeroth-order terms. We establish…

Analysis of PDEs · Mathematics 2025-12-29 Jeongmin Han

In this paper, we are concerned with game-theoretic interpretations to the following oblique derivative boundary value problem \begin{align*} \left\{ \begin{array}{ll} \Delta_{p}^{N}u=0 & \textrm{in $ \Omega$,}\\ \langle \beta , Du \rangle…

Analysis of PDEs · Mathematics 2024-11-28 Jeongmin Han

This paper establishes a probabilistic representation for the solution of the parabolic obstacle problem associated with the normalized $p$-Laplacian. We introduce a zero-sum stochastic tug-of-war game with noise in a space-time cylinder,…

Probability · Mathematics 2025-10-31 Hamid El Bahja

We propose a new finite difference approximation to the Dirichlet problem for the homogeneous $\mathbf{p}$-Laplace equation posed on an $N$-dimensional domain, in connection with the Tug of War games with noise. Our game and the related…

Analysis of PDEs · Mathematics 2019-10-29 Marta Lewicka

We develop an option pricing model based on a tug-of-war game. This two-player zero-sum stochastic differential game is formulated in the context of a multi-dimensional financial market. The issuer and the holder try to manipulate asset…

Analysis of PDEs · Mathematics 2014-10-08 Kaj Nyström , Mikko Parviainen

This paper concerns value functions of time-dependent tug-of-war games. We first prove the existence and uniqueness of value functions and verify that these game values satisfy a dynamic programming principle. Using the arguments in the…

Analysis of PDEs · Mathematics 2021-04-06 Jeongmin Han

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 waves in a rod of finite length with a viscoelastic constitutive equation of fractional distributed-order type for the special choice of weight functions. Prescribing boundary conditions on displacement, we obtain case…

Mathematical Physics · Physics 2011-01-10 Teodor M. Atanackovic , Stevan Pilipovic , Dusan Zorica
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