Approximation of control problems involving ordinary and impulsive controls
Fabio Camilli; Maurizio Falcone
ESAIM: Control, Optimisation and Calculus of Variations (2010)
- Volume: 4, page 159-176
- ISSN: 1292-8119
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topCamilli, Fabio, and Falcone, Maurizio. "Approximation of control problems involving ordinary and impulsive controls." ESAIM: Control, Optimisation and Calculus of Variations 4 (2010): 159-176. <http://eudml.org/doc/197369>.
@article{Camilli2010,
abstract = {
In this paper we study an approximation scheme for a class of control
problems involving an ordinary control v, an impulsive
control u and its derivative $\dot u$. Adopting a space-time
reparametrization of the problem which adds one variable to the state
space we overcome some difficulties connected to the presence of $\dot u$.
We construct an approximation scheme for that augmented system,
prove that it converges to the value function of the augmented
problem and establish an error estimates in L∞ for this
approximation. Moreover, a characterization of the limit of the discrete
optimal controls is given showing that it converges (in a suitable sense)
to an optimal control for the continuous problem.
},
author = {Camilli, Fabio, Falcone, Maurizio},
journal = {ESAIM: Control, Optimisation and Calculus of Variations},
keywords = {Impulsive control; approximation scheme; dynamic
programming; viscosity solution; dynamic programming; impulsive controls},
language = {eng},
month = {3},
pages = {159-176},
publisher = {EDP Sciences},
title = {Approximation of control problems involving ordinary and impulsive controls},
url = {http://eudml.org/doc/197369},
volume = {4},
year = {2010},
}
TY - JOUR
AU - Camilli, Fabio
AU - Falcone, Maurizio
TI - Approximation of control problems involving ordinary and impulsive controls
JO - ESAIM: Control, Optimisation and Calculus of Variations
DA - 2010/3//
PB - EDP Sciences
VL - 4
SP - 159
EP - 176
AB -
In this paper we study an approximation scheme for a class of control
problems involving an ordinary control v, an impulsive
control u and its derivative $\dot u$. Adopting a space-time
reparametrization of the problem which adds one variable to the state
space we overcome some difficulties connected to the presence of $\dot u$.
We construct an approximation scheme for that augmented system,
prove that it converges to the value function of the augmented
problem and establish an error estimates in L∞ for this
approximation. Moreover, a characterization of the limit of the discrete
optimal controls is given showing that it converges (in a suitable sense)
to an optimal control for the continuous problem.
LA - eng
KW - Impulsive control; approximation scheme; dynamic
programming; viscosity solution; dynamic programming; impulsive controls
UR - http://eudml.org/doc/197369
ER -
References
top- M. Bardi and I. Capuzzo Dolcetta, Viscosity solutions of Bellman equation and optimal deterministic control theory. Birkhäuser, Boston (1997).
- M. Bardi and M. Falcone, An approximation scheme for the minimum time function. SIAM J. Control Optim.28 (1990) 950-965.
- G. Barles, Deterministic Impulse control problems. SIAM J. Control Optim.23 (1985) 419-432.
- G. Barles and P. Souganidis, Convergence of approximation scheme for fully nonlinear second order equations. Asymptotic Anal.4 (1991) 271-283.
- E. Barron, R. Jensen and J.L. Menaldi, Optimal control and differential games with measures. Nonlinear Anal. TMA21 (1993) 241-268.
- A. Bensoussan and J.L. Lions, Impulse control and quasi-variational inequalities. Gauthier-Villars, Paris (1984).
- Aldo Bressan, Hyperimpulsive motions and controllizable coordinates for Lagrangean systems. Atti Accad. Naz. Lincei, Mem Cl. Sc. Fis. Mat. Natur.19 (1991).
- A. Bressan and F. Rampazzo, Impulsive control systems with commutative vector fields. J. Optim. Th. & Appl.71 (1991) 67-83.
- F. Camilli and M. Falcone, Approximation of optimal control problems with state constraints: estimates and applications, in Nonsmooth analysis and geometric methods in deterministic optimal control (Minneapolis, MN, 1993) Springer, New York (1996) 23-57.
- I. Capuzzo Dolcetta and M. Falcone, Discrete dynamic programming and viscosity solutions of the Bellman equation. Ann. Inst. H.Poincaré Anal. Nonlin.6 (1989) 161-184.
- I. Capuzzo Dolcetta and H. Ishii, Approximate solutions of Bellman equation of deterministic control theory. Appl. Math. Optim.11 (1984) 161-181.
- M.G. Crandall, L.C. Evans and P.L. Lions, Some properties of viscosity solutions of Hamilton-Jacobi equation. Trans. Amer. Math. Soc.282 (1984) 487-502.
- C.W. Clark, F.H. Clarke and G.R. Munro, The optimal exploitation of renewable resource stocks. Econometrica48 (1979) 25-47.
- J.R. Dorroh and G. Ferreyra, Optimal advertising in exponentially decaying markets. J. Optim. Th. & Appl.79 (1993) 219-236.
- _____, A multistate multicontrol problem with unbounded controls. SIAM J. Control Optim.32 (1994) 1322-1331.
- M. Falcone, A numerical approach to the infinite horizon problem. Appl. Math. & Optim.15 (1987) 1-13 and 23 (1991) 213-214.
- M. Falcone, Numerical solution of Dynamic Programming equations, Appendix to M. Bardi and I. Capuzzo Dolcetta, Optimal control and viscosity solutions of Hamilton-Jacobi-Bellman equations. Birkhäuser, Boston (1997).
- W. Fleming and H.M. Soner, Controlled Markov processes and viscosity solutions. Springer-Verlag (1992).
- H. Kushner and P. Dupuis, Numerical methods for stochastic control problems in continuous time. Springer-Verlag (1992).
- J.P. Marec, Optimal space trajectories. Elsevier (1979).
- B.M. Miller, Generalized solutions of nonlinear optimization problems with impulse control I, II. Automat. Remote Control55 (1995).
- , Dynamic programming for nonlinear systems driven by ordinary and impulsive controls. SIAM J. Control Optim.34 (1996) 199-225.
- M. Motta and F. Rampazzo, Space-time trajectories of nonlinear system driven by ordinary and impulsive controls. Differential and Integral Equations8 (1995) 269-288.
- F. Rampazzo, On the Riemannian Structure of a Lagrangian system and the problem of adding time-dependent constraints as controls. Eur. J. Mech. A/Solids 10 (1991) 405-431.
- E. Rouy, Numerical approximation of viscosity solutions of first-order Hamilton-Jacobi equations with Neumann type boundary conditions. Math. Meth. Appl. Sci.2 (1992) 357-374.
- P. Souganidis, Approximation schemes for viscosity solutions of Hamilton-Jacobi equations. J. Diff. Eq.57 1-43.
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