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Lipschitz stability for determination of states and inverse source problem for the mean field game equations

Oleg Imanuvilov, Hongyu Liu, Masahiro Yamamoto

2024Inverse Problems and Imaging18 citationsDOIOpen Access PDF

Abstract

In a bounded domain $ \Omega \subset \mathbb{R}^d $, $ d\geq 1 $, over a time interval $ (0,T) $, we consider mean field game equations whose principal coefficients depend on the time and the state variables with a general Hamiltonian. We attach a non-zero Robin boundary condition. We first prove the Lipschitz stability in $ \Omega \times ( \varepsilon, T- \varepsilon) $ with given $ \varepsilon>0 $ for the determination of the solutions by the associated Dirichlet data on an arbitrarily chosen subboundary of $ \partial \Omega $. Next we prove the Lipschitz stability for an inverse problem of determining spatially varying factors of source terms and a coefficient by extra boundary data and spatial data at an intermediate time.

Topics & Concepts

Lipschitz continuityMathematicsBounded functionInverseOmegaBoundary (topology)Lipschitz domainMathematical analysisStability (learning theory)Hamiltonian (control theory)Inverse problemDomain (mathematical analysis)Dirichlet boundary conditionPhysicsGeometryMathematical optimizationComputer scienceQuantum mechanicsMachine learningNumerical methods in inverse problemsAdvanced Mathematical Modeling in EngineeringStability and Controllability of Differential Equations