Linearization techniques for 𝕃 See PDF-control problems and dynamic programming principles in classical and 𝕃 See PDF-control problems

Dan Goreac; Oana-Silvia Serea

ESAIM: Control, Optimisation and Calculus of Variations (2012)

  • Volume: 18, Issue: 3, page 836-855
  • ISSN: 1292-8119

Abstract

top
The aim of the paper is to provide a linearization approach to the 𝕃 See PDF-control problems. We begin by proving a semigroup-type behaviour of the set of constraints appearing in the linearized formulation of (standard) control problems. As a byproduct we obtain a linear formulation of the dynamic programming principle. Then, we use the 𝕃 p See PDF approach and the associated linear formulations. This seems to be the most appropriate tool for treating 𝕃 See PDF problems in continuous and lower semicontinuous setting.

How to cite

top

Goreac, Dan, and Serea, Oana-Silvia. "Linearization techniques for $\mathbb {L}^{\infty }$See PDF-control problems and dynamic programming principles in classical and $\mathbb {L}^{\infty }$See PDF-control problems." ESAIM: Control, Optimisation and Calculus of Variations 18.3 (2012): 836-855. <http://eudml.org/doc/272836>.

@article{Goreac2012,
abstract = {The aim of the paper is to provide a linearization approach to the $\mathbb \{L\}^\{\infty \}$See PDF-control problems. We begin by proving a semigroup-type behaviour of the set of constraints appearing in the linearized formulation of (standard) control problems. As a byproduct we obtain a linear formulation of the dynamic programming principle. Then, we use the $\mathbb \{L\}^\{p\}$See PDF approach and the associated linear formulations. This seems to be the most appropriate tool for treating $\mathbb \{L\}^\{\infty \}$See PDF problems in continuous and lower semicontinuous setting.},
author = {Goreac, Dan, Serea, Oana-Silvia},
journal = {ESAIM: Control, Optimisation and Calculus of Variations},
keywords = {dynamic programming principle; essential supremum; hj equations; occupational measures; $\mathbb \{L\}^\{p\}$See pdf approximations; HJ equations; -approximations},
language = {eng},
number = {3},
pages = {836-855},
publisher = {EDP-Sciences},
title = {Linearization techniques for $\mathbb \{L\}^\{\infty \}$See PDF-control problems and dynamic programming principles in classical and $\mathbb \{L\}^\{\infty \}$See PDF-control problems},
url = {http://eudml.org/doc/272836},
volume = {18},
year = {2012},
}

TY - JOUR
AU - Goreac, Dan
AU - Serea, Oana-Silvia
TI - Linearization techniques for $\mathbb {L}^{\infty }$See PDF-control problems and dynamic programming principles in classical and $\mathbb {L}^{\infty }$See PDF-control problems
JO - ESAIM: Control, Optimisation and Calculus of Variations
PY - 2012
PB - EDP-Sciences
VL - 18
IS - 3
SP - 836
EP - 855
AB - The aim of the paper is to provide a linearization approach to the $\mathbb {L}^{\infty }$See PDF-control problems. We begin by proving a semigroup-type behaviour of the set of constraints appearing in the linearized formulation of (standard) control problems. As a byproduct we obtain a linear formulation of the dynamic programming principle. Then, we use the $\mathbb {L}^{p}$See PDF approach and the associated linear formulations. This seems to be the most appropriate tool for treating $\mathbb {L}^{\infty }$See PDF problems in continuous and lower semicontinuous setting.
LA - eng
KW - dynamic programming principle; essential supremum; hj equations; occupational measures; $\mathbb {L}^{p}$See pdf approximations; HJ equations; -approximations
UR - http://eudml.org/doc/272836
ER -

References

top
  1. [1] M. Bardi and I. Capuzzo-Dolcetta, Optimal control and viscosity solutions of Hamilton-Jacobi-Bellman equations. Systems and Control : Foundations and Applications, Birkhäuser, Boston (1997). Zbl0890.49011MR1484411
  2. [2] G. Barles, Solutions de viscosity des equations de Hamilton-Jacobi (Viscosity solutions of Hamilton-Jacobi equations), Mathematiques & Applications (Paris) 17. Springer-Verlag, Paris (1994). Zbl0819.35002MR1613876
  3. [3] G. Barles and E.R. Jakobsen, On the convergence rate of approximation schemes for Hamilton-Jacobi-Bellman equations. ESAIM : M2AN 36 (2002) 33–54. Zbl0998.65067MR1916291
  4. [4] E.N. Barron and H. Ishii, The bellman equation for minimizing the maximum cost. Nonlinear Anal.13 (1989) 1067–1090. Zbl0691.49030MR1013311
  5. [5] E.N. Barron and R. Jensen, Semicontinuous viscosity solutions for Hamilton-Jacobi equations with convex Hamiltonians. Commun. Partial Differ. Equ.15 (1990) 1713–1742. Zbl0732.35014MR1080619
  6. [6] A.G. Bhatt and V.S. Borkar, Occupation measures for controlled markov processes : Characterization and optimality. Ann. Probab.24 (1996) 1531–1562. Zbl0863.93086MR1411505
  7. [7] V. Borkar and V. Gaitsgory, Averaging of singularly perturbed controlled stochastic differential equations. Appl. Math. Optim.56 (2007) 169–209. Zbl1139.93022MR2352935
  8. [8] R. Buckdahn, D. Goreac and M. Quincampoix, Stochastic optimal control and linear programming approach. Appl. Math. Optim.63 (2011) 257–276. Zbl1226.93137MR2772196
  9. [9] W.H. Fleming and D. Vermes, Convex duality approach to the optimal control of diffusions. SIAM J. Control Optim.27 (1989) 1136–1155. Zbl0693.93082MR1009341
  10. [10] H. Frankowska, Lower semicontinuous solutions of Hamilton-Jacobi-Bellman equations. SIAM J. Control Optim.31 (1993) 257–272. Zbl0796.49024MR1200233
  11. [11] V. Gaitsgory and M. Quincampoix, Linear programming approach to deterministic infinite horizon optimal control problems with discounting. SIAM J. Control Optim.48 (2009) 2480–2512. Zbl1201.49040MR2556353
  12. [12] V. Gaitsgory and S. Rossomakhine, Linear programming approach to deterministic long run average problems of optimal control. SIAM J. Control Optim.44 (2006) 2006–2037. Zbl1109.93017MR2248173
  13. [13] D. Goreac and O.S. Serea, Discontinuous control problems for non-convex dynamics and near viability for singularly perturbed control systems. Nonlinear Anal.73 (2010) 2699–2713. Zbl1195.49007MR2674103
  14. [14] D. Goreac and O.S. Serea, Mayer and optimal stopping stochastic control problems with discontinuous cost. J. Math. Anal. Appl.380 (2011) 327–342. Zbl1215.93150MR2786205
  15. [15] N.V. Krylov, On the rate of convergence of finte-difference approximations for bellman’s equations with variable coefficients. Probab. Theory Relat. Fields117 (2000) 1–16. Zbl0971.65081MR1759507
  16. [16] S. Plaskacz and M. Quincampoix, Value-functions for differential games and control systems with discontinuous terminal cost. SIAM J. Control Optim.39 (2001) 1485–1498. Zbl0977.49018MR1825589
  17. [17] M. Quincampoix and O.S. Serea, The problem of optimal control with reflection studied through a linear optimization problem stated on occupational measures. Nonlinear Anal.72 (2010) 2803–2815. Zbl1180.49025MR2580138
  18. [18] O.S. Serea, Discontinuous differential games and control systems with supremum cost. J. Math. Anal. Appl.270 (2002) 519–542. Zbl1011.91017MR1916595
  19. [19] O.S. Serea, On reflecting boundary problem for optimal control. SIAM J. Control Optim.42 (2003) 559–575. Zbl1041.49027MR1982283
  20. [20] A.I. Subbotin, Generalized solutions of first-order PDEs, The dynamical optimization perspective. Birkhäuser, Basel (1994). Zbl0820.35003MR1320507
  21. [21] C. Villani, Optimal Transport : Old and New. Springer (2009). Zbl1156.53003MR2459454
  22. [22] R. Vinter, Convex duality and nonlinear optimal control. SIAM J. Control Optim.31 (1993) 518–538. Zbl0781.49012MR1205987

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.