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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

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

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

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

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

In this paper we find viscosity solutions to a coupled system composed by two equations, the first one is parabolic and driven by the infinity Laplacian while the second one is elliptic and involves the usual Laplacian. We prove that there…

Analysis of PDEs · Mathematics 2021-06-29 Alfredo Miranda , 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 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

We consider the Cauchy-Dirichlet problem $\partial_t u - F(t,x,u,Du,D^2 u) = 0 on (0,T)\times \R^n$ in viscosity sense. Comparison is established for bounded semi-continuous (sub-/super-)solutions under structural assumption (3.14) of the…

Analysis of PDEs · Mathematics 2011-03-01 Joscha Diehl , Peter K. Friz , Harald Oberhauser

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

In this paper we study the evolution problem \[ \left\lbrace\begin{array}{ll} u_t (x,t)- \lambda_j(D^2 u(x,t)) = 0, & \text{in } \Omega\times (0,+\infty), \\ u(x,t) = g(x,t), & \text{on } \partial \Omega \times (0,+\infty), \\ u(x,0) =…

Analysis of PDEs · Mathematics 2020-07-01 Pablo Blanc , Carlos Esteve , Julio D. Rossi

For solution $u(x,t)$ to degenearte parabolic equations in a bounded domain $\Omega$ with homogenous boundary condition, we consider backward problems in time: determine $u(\cdot,t_0)$ in $\Omega$ by $u(\cdot,T)$, where $t$ is the time…

Analysis of PDEs · Mathematics 2023-05-02 Piermarco Cannarsa , Masahiro Yamamoto

We show that value functions of a certain time-dependent control problem in $\Omega\times (0,T)$, with a continuous payoff $F$ on the parabolic boundary, converge uniformly to the viscosity solution of the parabolic dominative $p$-Laplace…

Analysis of PDEs · Mathematics 2020-01-10 Fredrik Arbo Høeg , Eero Ruosteenoja

We prove that every bounded Lipschitz function F on a subset Y of a length space X admits a tautest extension to X, i.e., a unique Lipschitz extension u for which Lip_U u = Lip_{boundary of U} u for all open subsets U of X that do not…

Analysis of PDEs · Mathematics 2012-06-20 Yuval Peres , Oded Schramm , Scott Sheffield , David B. Wilson

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

We prove existence and uniqueness of viscosity solutions to the degenerate parabolic problem $u_t = \Delta_\infty^h u$ where $\Delta_\infty^h$ is the $h$-homogeneous operator associated with the infinity-Laplacian, $\Delta_\infty^h u =…

Analysis of PDEs · Mathematics 2010-09-17 Manuel Portilheiro , Juan Luis Vázquez

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

We consider the (viscosity) solution $u(x,t)$ of the nonlinear evolution equation $u_t-\Delta^G_p u=0$ in a (not necessarily bounded) domain $\Omega$, such that $u=0$ in $\Omega$ at time $t=0$ and $u=1$ on the boundary of $\Omega$ at all…

Analysis of PDEs · Mathematics 2019-02-28 Diego Berti
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