Memoirs of the American Mathematical Society · 2009 · 88 citations · 53 references
Natural SciencesMathematicsDifferential EquationsDynamical SystemsStochastic ProcessesBellman EquationsControl TheoryOptimal ControlSingular Perturbation TheoryStochastic ControlStochastic Differential EquationsDifferential GamesErgodicityHamilton - Jacobi - Bellman EquationsHamilton - Jacobi - Isaacs EquationsHamilton-jacobi EquationsHamilton-jacobi-bellman EquationsHomogenizationViscosity Solutions
We study singular perturbations of optimal stochastic control problems and differential games arising in the dimension reduction of system with multiple time scales. We analyze the uniform convergence of the value functions via the associated Hamilton-Jacobi-Bellman-Isaacs equations, in the framework of viscosity solutions. The crucial properties of ergodicity and stabilization to a constant that the Hamiltonian must possess are formulated as differential games with ergodic cost criteria. They are studied under various different assumptions and with PDE as well as control-theoretic methods. We construct also an explicit example where the convergence is not uniform. Finally we give some applications to the periodic homogenization of Hamilton-Jacobi equations with non-coercive Hamiltonian and of some degenerate parabolic PDEs.
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Hypoelliptic second order differential equations
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Introduction to Singular Perturbations
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