Abstract
We study a risk sensitive control version of the lifetime ruin probability problem. We consider a sequence of investments problems in Black–Scholes market that includes a risky asset and a riskless asset. We present a differential game that governs the limit behavior. We solve it explicitly and use it in order to find an asymptotically optimal policy.
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Notes
Although we are not using explicitly large deviation arguments in the paper, for intuition reasons we still choose to define the cost by using the rate function instead of simply using only \(\tfrac{1}{2}\int _0^t\dot{\psi }^2(s)ds.\)
We use the convention that \(\inf \emptyset =\infty .\) Also, hereafter, in case that \(b=\infty \) then by the notation \((x,\,b]\) and \([x,\,b]\) mean \((x,\,\infty )\) and \([x,\,\infty ),\) respectively.
References
Atar, R., Biswas, A.: Control of the multiclass G/G/1 queue in the moderate deviation regime. Ann. Appl. Probab. 424(5), 2033–2069 (2014)
Atar, R., Cohen, A.: An asymptotically optimal control for a multiclass queueing model in the moderate-deviation heavy-traffic regime (preprint, 2015a)
Atar, R., Cohen, A.: A differential game for a multiclass queueing model in the moderate-deviation heavy-traffic regime (preprint, 2015b)
Bayraktar, E., Young, V.R.: Correspondence between lifetime minimum wealth and utility of consumption. Finance Stoch. 11(2), 213–236 (2007)
Bayraktar, E., Young, V.R.: Minimizing the probability of lifetime ruin under borrowing constraints. Insur. Math. Econ. 41(1), 196–221 (2007)
Bayraktar, E., Young, V.R.: Optimal investment strategy to minimize occupation time. Ann. Oper. Res. 176(1), 389–408 (2010)
Bayraktar, E., Young, V.R.: Proving regularity of the minimal probability of ruin via a game of stopping and control. Finance Stoch. 15(4), 785–818 (2011)
Bayraktar, E., Zhang, Y.: Minimizing the probability of lifetime ruin under ambiguity aversion. SIAM J. Control Optim. 53(1), 58–90 (2015)
Browne, S.: Survival and growth with a liability: optimal portfolio strategies in continuous time. Math. Oper. Res. 22(2), 468–493 (1997)
Browne, S.: Beating a moving target: optimal portfolio strategies for outperforming a stochastic benchmark. Finance Stoch. 3(3), 275–294 (1999)
Browne, S.: Reaching goals by a deadline: digital options and continuous-time active portfolio management. Adv. Appl. Probab. 31(2), 551–577 (1999)
Dembo, A., Zeitouni, O.: Large Deviations Techniques and Applications. Applications of Mathematics (New York), vol. 38, 2nd edn. Springer, New York (1998)
Dubins, L.E., Savage, L.J.: How to Gamble If You Must: Inequalities for Stochastic Processes. McGraw-Hill Series in Probability and Statistics. McGraw-Hill, New York (1965)
Dupuis, P., Kushner, H.: Minimizing escape probabilities: a large deviations approach. SIAM J. Control Optim. 27(2), 432–445 (1989)
Fleming, W.H.: Risk sensitive stochastic control and differential games. Commun. Inf. Syst. 6(3), 161–177 (2006)
Fleming, W.H., McEneaney, W.M.: Risk-sensitive control on an infinite time horizon. SIAM J. Control Optim. 33(6), 1881–1915 (1995)
Fleming, W.H., Soner, H.M.: Controlled Markov Processes and Viscosity Solutions. Stochastic Modelling and Applied Probability. Springer, New York (2006)
Karatzas, I.: Adaptive control of a diffusion to a goal, and a parabolic MongeAmpere-type equation. Asian J. Math. 1, 295–313 (1997)
Kulldorff, M.: Optimal control of favorable games with a time limit. SIAM J. Control Optim. 31(1), 52–69 (1993)
Milevsky, M.A., Robinson, C.: Self-annuitization and ruin in retirement. N. Am. Actuar. J. 4(4), 112–124 (2000)
Orey, S., Pestien, V.C., Sudderth, W.D.: Reaching zero rapidly. SIAM J. Control Optim. 25(5), 1253–1265 (1987)
Pestien, V.C., Sudderth, W.D.: Continuous-time red and black: how to control a diffusion to a goal. Math. Oper. Res. 10(4), 599–611 (1985)
Pham, H.: Some applications and methods of large deviations in finance and insurance. In: Paris–Princeton Lectures on Mathematical Finance 2004. Lecture Notes in Mathematics, vol. 1919, pp. 191–244. Springer, Berlin (2007)
Poznyak, A.: Advanced Mathematical Tools for Control Engineers: Volume 1: Deterministic Techniques. Elsevier Science, Amsterdam (2009)
Sudderth, W.D., Weerasinghe, A.: Controlling a process to a goal in finite time. Math. Oper. Res. 14(3), 400–409 (1989)
Yener, H.: Minimizing the lifetime ruin under borrowing and short-selling constraints. Scand. Actuar. J. 2014(6), 535–560 (2014)
Young, V.R.: Optimal investment strategy to minimize the probability of lifetime ruin. N. Am. Actuar. J. 8(4), 106–126 (2004)
Acknowledgments
We thank the two anonymous referees, the AE and Huyên Pham for insightful comments, which helped us improve our paper. We are also grateful to Virginia Young for many discussions that we had on the subject. This research is supported in part by the National Science Foundation through the DMS-1613170 Grant.
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Bayraktar, E., Cohen, A. Risk Sensitive Control of the Lifetime Ruin Problem. Appl Math Optim 77, 229–252 (2018). https://doi.org/10.1007/s00245-016-9372-2
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DOI: https://doi.org/10.1007/s00245-016-9372-2