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Nonlocal ergodic control problem in \({\mathbb {R}}^d\)

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Abstract

We study the existence–uniqueness of solution \((u, \lambda )\) to the ergodic Hamilton–Jacobi equation

$$\begin{aligned} (-\Delta )^s u + H(x, \triangledown u) = f-\lambda \quad \text {in}\; {\mathbb {R}}^d, \end{aligned}$$

and \(u\ge 0\), where \(s\in (\frac{1}{2}, 1)\). We show that the critical \(\lambda =\lambda ^*\), defined as the infimum of all \(\lambda \) attaining a non-negative supersolution, attains a nonnegative solution u. Under suitable conditions, it is also shown that \(\lambda ^*\) is the supremum of all \(\lambda \) for which a non-positive subsolution is possible. Moreover, uniqueness of the solution u, corresponding to \(\lambda ^*\), is also established. Furthermore, we provide a probabilistic characterization that determines the uniqueness of the pair \((u, \lambda ^*)\) in the class of all solution pair \((u, \lambda )\) with \(u\ge 0\). Our proof technique involves both analytic and probabilistic methods in combination with a new local Lipschitz estimate obtained in this article.

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References

  1. Arapostathis, A., Biswas, A., Borkar, V.S.: Controlled equilibrium selection in stochastically perturbed dynamics. Ann. Probab. 46(5), 2749–2799 (2018)

    Article  MathSciNet  MATH  Google Scholar 

  2. Arapostathis, A., Biswas, A., Caffarelli, L.: The Dirichlet problem for stable-like operators and related probabilistic representations. Commun. Partial Differ. Equ. 41(9), 1472–1511 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  3. Arapostathis, A., Biswas, A., Caffarelli, L.: On uniqueness of solutions to viscous HJB equations with a subquadratic nonlinearity in the gradient. Commun. Partial Differ. Equ. 44(12), 1466–1480 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  4. Arapostathis, A., Biswas, A., Roychowdhury, P.: On ergodic control problem for viscous Hamilton–Jacobi equations for weakly coupled elliptic systems. J. Differ. Equ. 314, 128–160 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  5. Barles, G.: A weak Bernstein method for fully nonlinear elliptic equations. Differ. Integr. Equ. 4(2), 241–262 (1991)

    MathSciNet  MATH  Google Scholar 

  6. Barles, G., Souganidis, P.E.: Space-time periodic solutions and long-time behavior of solutions to quasi-linear parabolic equations. SIAM J. Math. Anal. 32(6), 1311–1323 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  7. Barles, G., Chasseigne, E., Ciomaga, A., Imbert, C.: Lipschitz regularity of solutions for mixed integro-differential equations. J. Differ. Equ. 252(11), 6012–6060 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  8. Barles, G., Chasseigne, E., Ciomaga, A., Imbert, C.: Large time behavior of periodic viscosity solutions for uniformly parabolic integro-differential equations. Calc. Var. Partial Differ. Equ. 50(1–2), 283–304 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  9. Barles, G., Koike, S., Ley, O., Topp, E.: Regularity results and large time behavior for integro-differential equations with coercive Hamiltonians. Calc. Var. Partial Differ. Equ. 54(1), 539–572 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  10. Barles, G., Ley, O., Topp, E.: Lipschitz regularity for integro-differential equations with coercive Hamiltonians and application to large time behavior. Nonlinearity 30(2), 703–734 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  11. Barles, G., Meireles, J.: On unbounded solutions of ergodic problems in \(\mathbb{R} ^m\) for viscous Hamilton–Jacobi equations. Commun. Partial Differ. Equ. 41(12), 1985–2003 (2016)

    Article  MATH  Google Scholar 

  12. Barles, G., Porretta, A., Tchamba, T.T.: On the large time behavior of solutions of the Dirichlet problem for subquadratic viscous Hamilton–Jacobi equations. J. Math. Pures Appl. (9) 94(5), 497–519 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  13. Barles, G., Quaas, A., Rodríguez-Paredes, A.: Large-time behavior of unbounded solutions of viscous Hamilton–Jacobi equations in \(\mathbb{R} ^N\). Commun. Partial Differ. Equ. 46(3), 547–572 (2021)

    Article  MATH  Google Scholar 

  14. Barles, G., Topp, E.: Lipschitz regularity for censored subdiffusive integro-differential equations with superfractional gradient terms. Nonlinear Anal. 131, 3–31 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  15. Bensoussan, A., Frehse, J.: On Bellman equations of ergodic control in \( {R}^n\). J. Reine Angew. Math. 429, 125–160 (1992)

    MathSciNet  MATH  Google Scholar 

  16. Bernstein, S.: Sur la généralisation du problème de Dirichlet. Math. Ann. 62(2), 253–271 (1906)

    Article  MathSciNet  MATH  Google Scholar 

  17. Bernstein, S.: Sur la généralisation du problème de Dirichlet. Math. Ann. 69(1), 82–136 (1910)

    Article  MathSciNet  MATH  Google Scholar 

  18. Biswas, A., Khan, S.: Existence-uniqueness of nonlinear integro-differential equations with drift in \(\mathbb{R} ^d\). SIAM J. Math. Anal. 55(5), 4378–4409 (2023)

    Article  MathSciNet  MATH  Google Scholar 

  19. Brändle, C., Chasseigne, E.: On unbounded solutions of ergodic problems for non-local Hamilton–Jacobi equations. Nonlinear Anal. 180, 94–128 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  20. Cabré, X., Dipierro, S., Valdinoci, E.: The Bernstein technique for integro-differential equations. Arch. Ration. Mech. Anal. 243(3), 1597–1652 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  21. Chen, Z.-Q., Kim, P., Song, R.: Dirichlet heat kernel estimates for fractional Laplacian with gradient perturbation. Ann. Probab. 40(6), 2483–2538 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  22. Chen, Z.-Q., Wang, L.: Uniqueness of stable processes with drift. Proc. Amer. Math. Soc. 144(6), 2661–2675 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  23. Ciomaga, A., Ghilli, D., Topp, E.: Periodic homogenization for weakly elliptic Hamilton–Jacobi–Bellman equations with critical fractional diffusion. Commun. Partial Differ. Equ. 47(1), 1–38 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  24. Cirant, M.: On the solvability of some ergodic control problems in \(\mathbb{R} ^d\). SIAM J. Control Optim. 52(6), 4001–4026 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  25. Dávila, G., Quaas, A., Topp, E.: Continuous viscosity solutions for nonlocal Dirichlet problems with coercive gradient terms. Math. Ann. 369(3–4), 1211–1236 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  26. Di Nezza, E., Palatucci, G., Valdinoci, E.: Hitchhiker’s guide to the fractional Sobolev spaces. Bull. Sci. Math. 136(5), 521–573 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  27. Dipierro, S., Ros-Oton, X., Serra, J., Valdinoci, E.: Non-symmetric stable operators: regularity theory and integration by parts. Adv. Math. 401, 108321100, (2022)

    Article  MathSciNet  MATH  Google Scholar 

  28. Ethier, S.N., Kurtz, T.G.: Markov processes: characterization and convergence. Wiley Series in Probability and Mathematical Statistics: Probability and Mathematical Statistics. Wiley, New York (1986)

  29. Fujita, Y., Ishii, H., Loreti, P.: Asymptotic solutions of viscous Hamilton-Jacobi equations with Ornstein–Uhlenbeck operator. Commun. Partial Differ. Equ. 31(4–6), 827–848 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  30. Ichihara, N.: Recurrence and transience of optimal feedback processes associated with Bellman equations of ergodic type. SIAM J. Control Optim. 49(5), 1938–1960 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  31. Ichihara, N.: Large time asymptotic problems for optimal stochastic control with superlinear cost. Stoch. Process. Appl. 122(4), 1248–1275 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  32. Ichihara, N.: The generalized principal eigenvalue for Hamilton–Jacobi–Bellman equations of ergodic type. Ann. Inst. H. Poincaré C Anal. Non Linéaire 32(3), 623–650 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  33. Kriventsov, D.: \(C^{1,\alpha }\) interior regularity for nonlinear nonlocal elliptic equations with rough kernels. Commun. Partial Differ. Equ. 38(12), 2081–2106 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  34. Lions, P.L., Papanicoloau, G., Varadhan, S.R.S.: Homogenization of Hamilton–Jacobi equations (1986) (Unpublished)

  35. Mou, C.: Perron’s method for nonlocal fully nonlinear equations. Anal. PDE 10(5), 1227–1254 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  36. Nguyen, T.T.: Large time behavior of solutions of local and nonlocal nondegenerate Hamilton–Jacobi equations with Ornstein-Uhlenbeck operator. Commun. Pure Appl. Anal. 18(3), 999–1021 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  37. Schwab, R.W., Silvestre, L.: Regularity for parabolic integro-differential equations with very irregular kernels. Anal. PDE 9(3), 727–772 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  38. Serra, J.: \(C^{\sigma +\alpha }\) regularity for concave nonlocal fully nonlinear elliptic equations with rough kernels. Calc. Var. Partial Differ. Equ. 54(4), 3571–3601 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  39. Serra, J.: Regularity for fully nonlinear nonlocal parabolic equations with rough kernels. Calc. Var. Partial Differ. Equ. 54(1), 615–629 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  40. Tchamba, T.T.: Large time behavior of solutions of viscous Hamilton–Jacobi equations with superquadratic Hamiltonian. Asymptot. Anal. 66(3–4), 161–186 (2010)

    MathSciNet  MATH  Google Scholar 

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Acknowledgements

This research of Anup Biswas was supported in part by a SwarnaJayanti fellowship SB/SJF/2020-21/03. Erwin Topp was partially supported by Fondecyt Grant no. 1201897.

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Biswas, A., Topp, E. Nonlocal ergodic control problem in \({\mathbb {R}}^d\). Math. Ann. (2023). https://doi.org/10.1007/s00208-023-02760-1

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