Abstract
The paper deals with path-dependent Hamilton–Jacobi equations with a coinvariant derivative which arise in investigations of optimal control problems and differential games for neutral-type systems in Hale’s form. A viscosity (generalized) solution of a Cauchy problem for such equations is considered. The existence, uniqueness, and consistency of the viscosity solution are proved. Equivalent definitions of the viscosity solution, including the definitions of minimax and Dini solutions, are obtained. Application of the results to an optimal control problem for neutral-type systems in Hale’s form are given.
Similar content being viewed by others
References
Aubin, J.P., Haddad, G.: History path dependent optimal control and portfolio valuation and management. Positivity 6(3), 331–358 (2002). https://doi.org/10.1023/A:1020244921138
Bayraktar, E., Keller, C.: Path-dependent Hamilton-Jacobi equations in infinite dimensions. J. Funct. Anal. 275(8), 2096–2161 (2018). https://doi.org/10.1016/j.jfa.2018.07.010
Bardi, M., Capuzzo-Dolcetta, I.: Optimal Control and Viscosity Solutions of Hamilton-Jacobi-Bellman Equations. Birkhäuser, Boston (1997)
Clarke, F.H., Ledyaev, Yu.S.: Mean value inequalities in Hilbert space. Trans. Am. Math. Soc. 344(1), 307–324 (1994). https://doi.org/10.2307/2154718
Crandall, M.G., Lions, P.-L.: Viscosity solutions of Hamilton-Jacobi equations. Trans. Am. Math. Soc. 277(1), 1–42 (1983). https://doi.org/10.2307/1999343
Crandall, M.G., Evans, L.C., Lions, P.-L.: Some properties of viscosity solutions of Hamilton-Jacobi equations. Trans. Am. Math. Soc. 282(2), 487–502 (1984). https://doi.org/10.2307/1999247
Dupire, B.: Functional Itô calculus. https://ssrn.com/abstract=1435551 (2009). Accessed 25 July 2009
Ekren, I., Touzi, N., Zhang, J.: Viscosity solutions of fully nonlinear parabolic path dependent PDEs: part I. Ann. Probab. 44(2), 1212–1253 (2016). https://doi.org/10.1214/15-AOP1027
Filippov, A.F.: Differential Equations with Discontinuous Righthand Sides. Springer, Berlin (1988)
Gomoyunov, M.I., Lukoyanov, NYu., Plaksin, A.R.: Path-dependent Hamilton-Jacobi equations: the minimax solutions revised. Appl. Math. Optim. 84(1), S1087–S1117 (2021)
Gomoyunov, M.I., Plaksin, A.R.: On basic equation of differential games for neutral-type systems. Mech. Solids 54(2), 131–143 (2019)
Hale, J.: Theory of Functional Differential Equations. Springer-Verlag, New York (1977)
Kaise, H.: Path-dependent differential games of inf-sup type and Isaacs partial differential equations. In: Proceedings of the 54th IEEE Conference on Decision and Control (CDC). 1972–1977 (2015). https://doi.org/10.1109/CDC.2015.7402496
Kaise, H., Kato, T., Takahashi, Y.: Hamilton-Jacobi partial differential equations with path-dependent terminal costs under superlinear Lagrangians. In: Proceedings of the 23rd International Symposium on Mathematical Theory of Networks and Systems (MTNS), pp. 692–699 (2018)
Kim, A.V.: Functional Differential Equations: Application of \(i\)-Smooth Calculus. Kluwer Academic Publishers, Dordrecht (1999)
Krasovskii, N.N., Subbotin, A.I.: Game-Theoretical Control Problems. Springer, New York (1988)
Krasovskii, A.N., Krasovskii, N.N.: Control Under Lack of Information. Birkhäuser, Berlin (1995)
Lukoyanov, NYu.: A Hamilton-Jacobi type equation in control problems with hereditary information. J. Appl. Math. Mech. 64, 243–253 (2000). https://doi.org/10.1016/S0021-8928(00)00046-0
Lukoyanov, NYu.: Functional Hamilton-Jacobi type equation in ci-derivatives for systems with distributed delays. Nonlinear Funct. Anal. Appl. 8(3), 365–397 (2003)
Lukoyanov, NYu.: On optimality conditions for the guaranteed result in control problems for time-delay systems. Proc. Steklov Inst. Math. 1, 175–187 (2010)
Lukoyanov, NYu.: Minimax and viscosity solutions in optimization problems for hereditary systems. Proc. Steklov Inst. Math. 2, 214–225 (2010). https://doi.org/10.1134/S0081543810060179
Lukoyanov, NYu., Plaksin, A.R.: Hamilton-Jacobi equations for neutral-type systems: inequalities for directional derivatives of minimax solutions. Minimax Theory Appl. 5(2), 369–381 (2020)
Lukoyanov, NYu., Plaksin, A.R.: On the theory of positional differential games for neutral-type systems. Proc. Steklov Inst. Math. 309(1), S83–S92 (2020). https://doi.org/10.1134/S0081543820040100
Natanson, I.P.: Theory of Functions of a Real Variable, vol. 2. Frederick Ungar Publishing Co., New-York (1960)
Pham, T., Zhang, J.: Two person zero-sum game in weak formulation and path dependent Bellman-Isaacs equation. SIAM J. Control. Optim. 52(4), 2090–2121 (2014). https://doi.org/10.1137/120894907
Plaksin, A.: Minimax and viscosity solutions of Hamilton-Jacobi-Bellman equations for time-delay systems. J. Optim. Theory Appl. 187(1), 22–42 (2020). https://doi.org/10.1007/s10957-020-01742-6
Plaksin, A.: Viscosity solutions of Hamilton-Jacobi-Bellman-Isaacs equations for time-delay systems. SIAM J. Control. Optim. 59(3), 1951–1972 (2021). https://doi.org/10.1137/20M1311880
Plaksin, A.: On the minimax solution of the Hamilton-Jacobi equations for neutral-type systems: the case of an inhomogeneous Hamiltonian. Differ. Equ. 57(11), 1516–1526 (2021). https://doi.org/10.1134/S0012266121110100
Soner, H.M.: On the Hamilton-Jacobi-Bellman equations in Banach spaces. J. Optim. Theory Appl. 57(3), 429–437 (1988). https://doi.org/10.1007/BF02346162
Subbotin, A.I.: A generalization of the basic equation of the theory of differential games. Sov. Math.- Doklady. 22, 358–362 (1980)
Subbotin, A.I.: Generalization of the main equation of differential game theory. J. Optim. Theory Appl. 43(1), 151–162 (1984)
Subbotin, A.I.: On a property of the subdifferential. Math. USSR - Sbornik. 74(1), 63–78 (1993)
Subbotin, A.I.: Generalized Solutions of First Order PDEs: The Dynamical Optimization Perspective. Birkhäuser, Boston (1995)
Zhou, J.: Delay optimal control and viscosity solutions to associated Hamilton-Jacobi-Bellman equations. Int. J. Control 92(10), 2263–2273 (2019). https://doi.org/10.1080/00207179.2018.1436769
Zhou, J.: A notion of viscosity solutions to second-order Hamilton-Jacobi-Bellman equations with delays. Int. J. Control (2021). https://doi.org/10.1080/00207179.2021.1921279
Funding
Funding was provided by Grant of the RSF No. 21-71-10070.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors have not disclosed any competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This work is supported by a Grant of the RSF No. 21-71-10070, https://rscf.ru/project/21-71-10070/
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Plaksin, A. Viscosity Solutions of Hamilton–Jacobi Equations for Neutral-Type Systems. Appl Math Optim 88, 6 (2023). https://doi.org/10.1007/s00245-023-09980-6
Accepted:
Published:
DOI: https://doi.org/10.1007/s00245-023-09980-6
Keywords
- Neutral-type systems
- Hamilton–Jacobi equations
- Coinvariant derivatives
- Viscosity solutions
- Minimax solutions
- Optimal control problems