The Annals of Applied Probability

On a class of optimal stopping problems for diffusions with discontinuous coefficients

Ludger Rüschendorf and Mikhail A. Urusov
Source: Ann. Appl. Probab. Volume 18, Number 3 (2008), 847-878.

Abstract

In this paper, we introduce a modification of the free boundary problem related to optimal stopping problems for diffusion processes. This modification allows the application of this PDE method in cases where the usual regularity assumptions on the coefficients and on the gain function are not satisfied. We apply this method to the optimal stopping of integral functionals with exponential discount of the form Ex0τeλsf(Xs) ds, λ≥0 for one-dimensional diffusions X. We prove a general verification theorem which justifies the modified version of the free boundary problem. In the case of no drift and discount, the free boundary problem allows to give a complete and explicit discussion of the stopping problem.

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Primary Subjects: 60G40
Secondary Subjects: 60H10
Full-text: Open access
Links and Identifiers

Permanent link to this document: http://projecteuclid.org/euclid.aoap/1211819787
Digital Object Identifier: doi:10.1214/07-AAP474
Mathematical Reviews number (MathSciNet): MR2418231
Zentralblatt MATH identifier: 1153.60021

References

Beibel, M. and Lerche, H. R. (2000). Optimal stopping of regular diffusions under random discounting. Theory Probab. Appl. 45 547–557.
Mathematical Reviews (MathSciNet): MR1968720
Bensoussan, A. and Lions, J.-L. (1973). Problèmes de temps d’arrêt optimal et inéquations variationnelles paraboliques. Appl. Anal. 3 267–294.
Dayanik, S. (2003). Optimal stopping of linear diffusions with random discounting. Working paper. Available at http://www.princeton.edu/~sdayanik/papers/additive.pdf.
Dayanik, S. and Karatzas, I. (2003). On the optimal stopping problem for one-dimensional diffusions. Stochastic Process. Appl. 107 173–212.
Mathematical Reviews (MathSciNet): MR1999788
Digital Object Identifier: doi:10.1016/S0304-4149(03)00076-0
Zentralblatt MATH: 1075.60524
Engelbert, H. J. and Schmidt, W. (1985). On one-dimensional stochastic differential equations with generalized drift. Stochastic Differential Systems (Marseille-Luminy, 1984). Lecture Notes in Control and Inform. Sci. 69 143–155. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR798317
Zentralblatt MATH: 0583.60052
Engelbert, H. J. and Schmidt, W. (1991). Strong Markov continuous local martingales and solutions of one-dimensional stochastic differential equations. III. Math. Nachr. 151 149–197.
Mathematical Reviews (MathSciNet): MR1121203
Digital Object Identifier: doi:10.1002/mana.19911510111
Zentralblatt MATH: 0731.60053
Friedman, A. (1976). Stochastic Differential Equations and Applications. 2. Academic Press, New York.
Mathematical Reviews (MathSciNet): MR494491
Zentralblatt MATH: 0323.60057
Glowinski, R., Lions, J.-L. and Trémolières, R. (1976). Analyse numérique des inéquations variationnelles. Tome 2. Dunod, Paris.
Mathematical Reviews (MathSciNet): MR655455
Graversen, S. E., Peskir, G. and Shiryaev, A. N. (2000). Stopping Brownian motion without anticipation as close as possible to its ultimate maximum. Teor. Veroyatnost. i Primenen. 45 125–136.
Mathematical Reviews (MathSciNet): MR1810977
Karatzas, I. and Ocone, D. (2002). A leavable bounded-velocity stochastic control problem. Stochastic Process. Appl. 99 31–51.
Mathematical Reviews (MathSciNet): MR1894250
Digital Object Identifier: doi:10.1016/S0304-4149(01)00157-0
Zentralblatt MATH: 1064.93049
Karatzas, I. and Shreve, S. E. (1991). Brownian Motion and Stochastic Calculus, 2nd ed. Springer, New York.
Mathematical Reviews (MathSciNet): MR1121940
Zentralblatt MATH: 0734.60060
Lamberton, D. and Zervos, M. (2006). On the problem of optimally stopping a one-dimensional Itô diffusion. Unpublished manuscript.
Nagai, H. (1978). On an optimal stopping problem and a variational inequality. J. Math. Soc. Japan 30 303–312.
Mathematical Reviews (MathSciNet): MR488321
Zentralblatt MATH: 0372.60106
Digital Object Identifier: doi:10.2969/jmsj/03020303
Øksendal, B. and Reikvam, K. (1998). Viscosity solutions of optimal stopping problems. Stochastics Stochastics Rep. 62 285–301.
Peskir, G. and Shiryaev, A. N. (2006). Optimal Stopping and Free-Boundary Problems. Birkhäuser, Basel.
Mathematical Reviews (MathSciNet): MR2256030
Zentralblatt MATH: 05016447
Revuz, D. and Yor, M. (1999). Continuous Martingales and Brownian Motion, 3rd ed. Springer, Berlin.
Mathematical Reviews (MathSciNet): MR1725357
Zentralblatt MATH: 0917.60006
Salminen, P. (1985). Optimal stopping of one-dimensional diffusions. Math. Nachr. 124 85–101.
Mathematical Reviews (MathSciNet): MR827892
Digital Object Identifier: doi:10.1002/mana.19851240107
Zentralblatt MATH: 0594.60080
Zabczyk, J. (1984). Stopping games for symmetric Markov processes. Probab. Math. Statist. 4 185–196.
Mathematical Reviews (MathSciNet): MR792784
Zhang, X. (1994). Analyse numérique des options américaines dans un modèle de diffusion avec sauts. Ph.D. thesis, CERMA–Ecole Nationale des Ponts et Chaussées.

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The Annals of Applied Probability

The Annals of Applied Probability