Abstract
We study several aspects of the dynamic programming approach to optimal control of abstract evolution equations, including a class of semilinear partial differential equations. We introduce and prove a verification theorem which provides a sufficient condition for optimality. Moreover we prove sub- and superoptimality principles of dynamic programming and present an explicit construction of ε-optimal controls.
References
- S. Aniţa: Analysis and Control of Age-Dependent Population Dynamics, Kluwer, Dordrecht (2001).https://doi.org/10.1007/978-94-015-9436-3Google Scholar
- V. Barbu: Optimal feedback controls for a class of nonlinear distributed parameter systems, SIAM J. Control Optimization 21(6) (1983) 871–894.https://doi.org/10.1137/0321053Google Scholar
- V. Barbu: Hamilton-Jacobi equations and nonlinear control problems, J. Math. Anal. Appl. 120(2) (1986) 494–509.https://doi.org/10.1016/0022-247X(86)90171-XGoogle Scholar
- V. Barbu: Analysis and Control of Nonlinear Infinite-Dimensional Systems, Mathematics in Science and Engineering 190, Academic Press, Boston (1993).Google Scholar
- V. Barbu: Approximation Hamilton-Jacobi equations and suboptimal feedback controllers, in: Nonlinear Analysis and Applications (Warsaw, 1994), N. Kenmochi et al. (ed.), GAKUTO Int. Ser., Math. Sci. Appl. 7, Gakkōtosho, Tokyo (1996) 27–47.Google Scholar
- V. Barbu, E. N. Barron, R. Jensen: The necessary conditions for optimal control in Hilbert spaces, J. Math. Anal. Appl. 133(1) (1988) 151–162.https://doi.org/10.1016/0022-247X(88)90372-1Google Scholar
- V. Barbu, G. Da Prato: Hamilton-Jacobi Equations in Hilbert Spaces, Research Notes in Mathematics 86, Pitman, Boston (1983).Google Scholar
- V. Barbu, G. Da Prato: Hamilton-Jacobi equations and synthesis of nonlinear control processes in Hilbert spaces, J. Differ. Equations 48(3) (1983) 350–372.https://doi.org/10.1016/0022-0396(83)90099-2Google Scholar
- V. Barbu, G. Da Prato: Hamilton-Jacobi equations in Hilbert spaces: variational and semigroup approach, Ann. Mat. Pura Appl. 142(4) (1985) 303–349.https://doi.org/10.1007/BF01766599Google Scholar
- V. Barbu, G. Da Prato: A note on a Hamilton-Jacobi equation in Hilbert space, Nonlinear Anal. 9(12) (1985) 1337–1345.https://doi.org/10.1016/0362-546X(85)90094-XGoogle Scholar
- V. Barbu, G. Da Prato, C. Popa: Existence and uniqueness of the dynamic programming equation in Hilbert space, Nonlinear Anal. 7(3) (1983) 283–299.https://doi.org/10.1016/0362-546X(83)90073-1Google Scholar
- M. Bardi, I. Capuzzo-Dolcetta: Optimal Control and Viscosity Solutions of Hamilton-Jacobi-Bellman Equations, Systems & Control: Foundations & Applications, Birkhäuser, Boston (1997).https://doi.org/10.1007/978-0-8176-4755-1Google Scholar
- E. Barucci, F. Gozzi: Investment in a vintage capital model, Res. Econ. 52 (1998) 159–188.https://doi.org/10.1006/reec.1997.0159Google Scholar
- E. Barucci, F. Gozzi: Technology adoption and accumulation in a vintage capital model, J. Econ. 74(1) (2001) 1–30.https://doi.org/10.1007/BF01231214Google Scholar
- A. Bensoussan, G. Da Prato, M. C. Delfour, S. K. Mitter: Representation and Control of Infinite Dimensional Systems, Birkhäuser, Boston (1992).https://doi.org/10.1007/978-1-4612-2750-2Google Scholar
- J. M. Borwein, D. Preiss: A smooth variational principle with applications to subdifferentiability and to differentiability of convex functions, Trans. Amer. Math. Soc. 303(2) (1987) 517–527.https://doi.org/10.1090/S0002-9947-1987-0902782-7Google Scholar
- P. Cannarsa: Regularity properties of solutions to Hamilton-Jacobi equations in infinite dimensions and nonlinear optimal control, Differ. Integral Equ. 2(4) (1989) 479–493.https://doi.org/10.57262/die/1371648439Google Scholar
- P. Cannarsa, O. Carjă: On the Bellman equation for the minimum time problem in infinite dimensions, SIAM J. Control Optimization 43(2) (2004) 532–548https://doi.org/10.1137/S0363012902419011Google Scholar
- P. Cannarsa, G. Da Prato: Nonlinear optimal control with infinite horizon for distributed parameter systems and stationary Hamilton-Jacobi equations, SIAM J. Control Optimization 27(4) (1989) 861–875.https://doi.org/10.1137/0327046Google Scholar
- P. Cannarsa, G. Da Prato: Some results on non-linear optimal control problems and Hamilton-Jacobi equations in infinite dimensions, J. Funct. Anal. 90(1) (1990) 27–47.https://doi.org/10.1016/0022-1236(90)90079-ZGoogle Scholar
- P. Cannarsa, G. Di Blasio: A direct approach to infinite-dimensional Hamilton-Jacobi equations and applications to convex control with state constraints, Differ. Integral Equ. 8(2) (1995) 225–246.https://doi.org/10.57262/die/1369083467Google Scholar
- P. Cannarsa, F. Gozzi, H. M. Soner: A dynamic programming approach to nonlinear boundary control problems of parabolic type, J. Funct. Anal. 117(1) (1993) 25–61.https://doi.org/10.1006/jfan.1993.1122Google Scholar
- P. Cannarsa, H. Frankowska: Value function and optimality conditions for semilinear control problems, Appl. Math. Optimization 26(2) (1992) 139–169.https://doi.org/10.1007/BF01189028Google Scholar
- P. Cannarsa, H. Frankowska: Value function and optimality condition for semilinear control problems. II: parabolic case, Appl. Math. Optimization 33(1) (1996) 1–33.https://doi.org/10.1007/BF01187960Google Scholar
- P. Cannarsa, C. Sinestrari: Semiconcave Functions, Hamilton-Jacobi Equations, and Optimal Control, Progress in Nonlinear Differential Equations and their Applications 58, Birkhäuser, Boston (2004).https://doi.org/10.1007/b138356Google Scholar
- P. Cannarsa, M. E. Tessitore: Optimality conditions for boundary control problems of parabolic type, in: Control and Estimation of Distributed Parameter Systems: Nonlinear Phenomena (Vorau, 1993), W. Desch et al. (ed.), Int. Ser. Numer. Math. 118, Birkhäuser, Basel (1994) 79–96.https://doi.org/10.1007/978-3-0348-8530-0_5Google Scholar
- P. Cannarsa, M. E. Tessitore: Infinite dimensional Hamilton–Jacobi equations and Dirichlet boundary control problems of parabolic type, SIAM J. Control Optimization 34(6) (1996) 1831–1847.https://doi.org/10.1137/S0363012994263354Google Scholar
- F. H. Clarke, Yu. S. Ledyaev, E. D. Sontag, A. I. Subbotin: Asymptotic controllability implies feedback stabilization, IEEE Trans. Autom. Control 42(10) (1997) 1394–1407.https://doi.org/10.1109/9.633828Google Scholar
- F. H. Clarke, Yu. S. Ledyaev, R. J. Stern, P. R. Wolenski: Nonsmooth Analysis and Control Theory, Springer, New York (1998).Google Scholar
- M. G. Crandall, H. Ishii, P. L. Lions: User’s guide to viscosity solutions of second order partial differential equations, Bull. Amer. Math. Soc., New Ser. 27(1) (1992) 1–67.https://doi.org/10.1090/S0273-0979-1992-00266-5Google Scholar
- M. G. Crandall, P. L. Lions: Hamilton-Jacobi equations in infinite dimensions. IV. Hamiltonians with unbounded linear terms, J. Funct. Anal. 90 (1990) 237–283.https://doi.org/10.1016/0022-1236(90)90084-XGoogle Scholar
- M. G. Crandall, P. L. Lions: Hamilton-Jacobi equations in infinite dimensions. V. Unbounded linear terms and B-continuous solutions, J. Funct. Anal. 97 (1991) 417–465.https://doi.org/10.1016/0022-1236(91)90010-3Google Scholar
- M. G. Crandall, P. L. Lions: Hamilton-Jacobi equations in infinite dimensions. VI. Nonlinear A and Tataru’s method refined, in: Evolution Equations, Control Theory, and Biomathematics (Han sur Lesse, 1991), P. Clément et al. (ed.), Lect. Notes Pure Appl. Math. 155, Dekker, New York (1993) 51–89.Google Scholar
- M. G. Crandall, P. L. Lions: Hamilton-Jacobi equations in infinite dimensions. VII. The HJB equation is not always satisfied, J. Funct. Anal. 125 (1994) 111–148.https://doi.org/10.1006/jfan.1994.1119Google Scholar
- G. Di Blasio: Global solutions for a class of Hamilton-Jacobi equations in Hilbert spaces, Numer. Funct. Anal. Optimization 8(3–4) (1985/86) 261–300.https://doi.org/10.1080/01630568608816214Google Scholar
- I. Ekeland, G. Lebourg: Generic Frechet-differentiability and perturbed optimization problems in Banach spaces, Trans. Amer. Math. Soc. 224 (1977) 193–216.https://doi.org/10.1090/S0002-9947-1976-0431253-2Google Scholar
- G. Fabbri: A viscosity solution approach to the infinite-dimensional HJB equation related to a boundary control problem in a transport equation, SIAM J. Control Optimization 47(2) (2008) 1022–1052.https://doi.org/10.1137/050638813Google Scholar
- S. Faggian, F. Gozzi: On the dynamic programming approach for optimal control problems of PDE’s with age structure, Math. Popul. Stud. 11(3–4) (2004) 233–270.https://doi.org/10.1080/08898480490513625Google Scholar
- S. Federico, B. Goldys, F. Gozzi: HJB Equations for the optimal control of differential equations with delays and state constraints II: Optimal feedbacks and approximations, arXiv:0905.1825 (2009).https://doi.org/10.1137/09076742XGoogle Scholar
- G. Feichtinger, A. Prskawetz, V. M. Veliov: Age-structured optimal control in population economics, Math. Popul. Stud. 65(4) (2004) 373–387.https://doi.org/10.1016/j.tpb.2003.07.006Google Scholar
- W. Fleming, R. W. Rishel: Deterministic and Stochastic Optimal Control, Applications of Mathematics 1, Springer, Berlin (1975).https://doi.org/10.1007/978-1-4612-6380-7_1Google Scholar
- W. Fleming, H. M. Soner: Controlled Markov Processes and Viscosity Solutions, 2nd Ed., Stochastic Modelling and Applied Probability 25, Springer, New York (2006).Google Scholar
- F. Gozzi, S. S. Sritharan, A. Święch: Viscosity solutions of dynamic-programming equations for the optimal control of the two-dimensional Navier-Stokes equations, Arch. Ration. Mech. Anal. 163(4) (2002) 295–327.https://doi.org/10.1007/s002050200203Google Scholar
- M. Iannelli: Mathematical Theory of Age-Structured Population Dynamics, Giardini, Pisa (1995).Google Scholar
- M. Iannelli, M. Martcheva, F. A. Milner: Gender-Structured Population Modeling, SIAM, Philadelphia (2005).https://doi.org/10.1137/1.9780898717488Google Scholar
- H. Ishii: Viscosity solutions for a class of Hamilton–Jacobi equations in Hilbert spaces, J. Funct. Anal. 105 (1992) 301–341.https://doi.org/10.1016/0022-1236(92)90081-SGoogle Scholar
- H. Ishii, S. Koike: On ε-optimal controls for state constraint problems, Ann. Inst. H. Poincaré, Anal. Non Linéaire 17(4) (2000) 473–502.https://doi.org/10.1016/s0294-1449(00)00114-1Google Scholar
- D. Kelome: Viscosity Solutions of Second Order Equations in a Separable Hilbert Space and Applications to Stochastic Optimal Control, Ph.D. Thesis, Georgia Institute of Technology, Atlanta (2002).Google Scholar
- D. Kelome, A. Święch: Perron’s method and the method of relaxed limits for “unbounded” PDE in Hilbert spaces, Stud. Math. 176(3) (2006) 249–277.https://doi.org/10.4064/sm176-3-4Google Scholar
- M. Kocan, P. Soravia: A viscosity approach to infinite-dimensional Hamilton-Jacobi equations arising in optimal control with state constraints, SIAM J. Control Optimization 36 (1998) 1348–1375.https://doi.org/10.1137/S0363012996301622Google Scholar
- X. Y. Li, J. M. Yong: Optimal Control Theory for Infinite-Dimensional Systems, Birkhäuser, Basel (1994).Google Scholar
- P. D. Loewen: Optimal control via Nonsmooth Analysis, CRM Proceedings & Lecture Notes 2, AMS, Providence (1993).https://doi.org/10.1090/crmp/002Google Scholar
- M. Renardy: Polar decomposition of positive operators and problem of Crandall and Lions, Appl. Anal. 57(3–4) (1995) 383–385.https://doi.org/10.1080/00036819508840358Google Scholar
- S. Saks: Theory of the Integral, 2nd rev. Ed., Dover, New York (1964).Google Scholar
- K. Shimano: A class of Hamilton-Jacobi equations with unbounded coefficients in Hilbert spaces, Appl. Math. Optimization 45(1) (2002) 75–98.https://doi.org/10.1007/s00245-001-0028-4Google Scholar
- S. S. Sritharan: Dynamic programming of the Navier-Stokes equations, Syst. Control Lett. 16(4) (1991) 299–307.https://doi.org/10.1016/0167-6911(91)90020-FGoogle Scholar
- A. Święch: Sub- and superoptimality principles of dynamic programming revisited, Nonlinear Anal. 26(8) (1996) 1429–1436.https://doi.org/10.1016/0362-546X(94)00348-LGoogle Scholar
- D. Tataru: Viscosity solutions of Hamilton–Jacobi equations with unbounded linear terms, J. Math. Anal. Appl. 163 (1992) 345–392.https://doi.org/10.1016/0022-247X(92)90256-DGoogle Scholar
- D. Tataru: Viscosity solutions for the dynamic programming equation, Appl. Math. Optimization 25 (1992) 109–126.https://doi.org/10.1007/BF01182476Google Scholar
- R. Vinter: Optimal Control, Systems & Control: Foundations & Applications, Birkhäuser, Boston (2000).Google Scholar
- J. Yong, X. Y. Zhou: Stochastic Controls. Hamiltonian Systems and HJB Equations, Springer, New York (1999).https://doi.org/10.1007/978-1-4612-1466-3Google Scholar
- X. Y. Zhou: Verification theorems within the framework of viscosity solutions, J. Math. Anal. Appl. 177(1) (1993) 208–225.https://doi.org/10.1006/jmaa.1993.1253Google Scholar
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