Abstract
In this paper we are dealing with a robust investment-consumption optimization problem in an incomplete market with a switching regime stochastic interest rate. Our methodology combines duality approach with stochastic control techniques (applied to the dual problem) specific to a non-Markovian setting, such as dynamic programming principle (initiated in Karoui and Quenez (SIAM J Control Optim 33(1):29–66, 1995)) and Backward Stochastic Differential Equations (BSDEs) theory. An auxiliary dual problem is established by means of infinite-dimensional convex duality. We derive explicit formulas for the optimal trading strategy and consumption rate in terms of the solution of some nonstandard BSDE with jumps. Links to other significant results in the domain are also provided.
Similar content being viewed by others
References
Aksamit, A., Jeanblanc, M.: Enlargement of Filtration with Finance in View. Springer, (2017)
Aubin, J.-P.: Applied Functional Analysis, 2nd edn. Wiley, New York (2000)
Bordigoni, G., Matoussi, A., Schweizer, M.: A stochastic control approach to a robust utility maximization problem. Stoch. Anal. Appl. Abel Symp. 2, 125–151 (2007)
Castaneda-Castaneda, N., Hernández-Hernández, D.: Optimal consumption-investment problems in incomplete markets with stochastic coefficients. SIAM J. Control Optim. 44(4), 1322–1344 (2005)
Chen, Z., Epstein, L.: Ambiguity, risk and asset returns in continuous time. Econometrica 70, 1403–1443 (2002)
El Karoui, N., Hamadène, S., Matoussi, A.: Backward stochastic differential equations and applications, Chapter 8. In: Carmona, R. (ed.) Indifference Pricing: Theory and Application, pp. 267-320. Springer-Verlag, (2008)
El Karoui, N., Jeanblanc M., Jiao, Y., Zargari, B.: Conditional default probability and density. In: Kabanov, Y., Rutkowski, M., Zariphopoulou, T. (eds.) Inspired by Finance, pp. 201–219. (2014)
El Karoui, N., Quenez, M.-C.: Dynamic programming and pricing of contingent claims in an incomplete market. SIAM J. Control Optim. 33(1), 29–66 (1995)
Fölmer, H., Gundel, A.: Robust projections in the class of martingale measures. Ill. J. Math. 50(2), 439–472 (2006)
Fölmer, H., Schied, A., Weber, S.: Robust preferences and robust portfolio choice. Math. Modell. Numer. Methods Finance Handb. Numer. Anal. 15, 29–88 (2009)
Gilboa, I., Schmeidler, D.: Maxmin expected utility with non-unique prior. J. Math. Econ. 18, 141–153 (1989)
Gundel, A.: Robust utility maximization for complete and incomplete market models. Finance Stochastics 9(2), 151–176 (2005)
Hernández-Hernández, D., Schied, A.: Robust utility maximization in a stochastic factor model. Stat. Decis. 24(3), 109–125 (2005)
Hu, Y., Imkeller, P., Müller, M.: Utility maximization in incomplete markets. Annals Appl. Probab. 15, 1691–1712 (2004)
Iftimie, B., Jeanblanc, M., Lim, T.: Optimization problem under change of regime of interest rate. Stoch. Dyn. 16(5), 31 (2016)
Jeanblanc, M., Matoussi, A., Ngoupeyou, A.: Robust utility maximization problem in a discontinuous filtration, submitted, arXiv:1201.2690 (2013)
Jeanblanc, M., Le Cam, Y.: Progressive enlargement of filtrations with initial times. Stoch. Process. Appl. 119, 2523–2543 (2009)
Jeanblanc, M., Song, S.: Martingale representation property in progressively enlarged filtrations. Stoch. Process. Appl. 125, 4242–4271 (2015)
Kharroubi, I., Lim, T.: Progressive enlargement of filtrations and backward SDEs with jumps. J. Theor. Probab. 27, 683–724 (2013)
Korn, R., Steffensen, M.: On worst-case portfolio optimization. SIAM J. Contr. Opt. 46, 2013–2030 (2007)
Matoussi, A., Possamai, D., Zhou, C.: Robust utility maximization in non-dominated models with 2BSDEs. Math. Financ. 25(2), 258–287 (2012)
Müller, M.: Market completion and robust utility maximization, Ph.D. Thesis, Humboldt-Universtät zu Berlin (2005)
Neufeld, A., Nutz, M.: Robust utility maximization with Lévy Processes. Math. Financ. 28(1), 82–105 (2018)
Pham, H.: Stochastic control under progressive enlargement of filtrations and applications to multiple defaults risk management. Stoch. Process. Appl. 120, 1795–1820 (2010)
Protter, P.E.: Stochastic integration and differential equations, \(2^{{\rm nd}}\) Edition. Springer, Stochastic Modelling and Applied Probability (2005)
Quenez, M.-C.: Optimal portfolio in a multiple priors model, Seminar on Stochastic Analysis, Random Fields and Applications IV, Progr. Probab. 58, 291–321, Birkhäuser (2004)
Schied, A.: Optimal investments for risk- and ambiguity-averse preferences: a duality approach. Finance Stoch. 11(1), 107–129 (2007)
Schied, A.: Robust optimal control for a consumption-investment problem. Math. Methods Oper. Res. 67(1), 1–20 (2008)
Schied, A., Wu, C.-T.: Duality theory for optimal investments under model uncertainty. Stat. Decis. 23(3), 199–217 (2005)
Talay, D., Zheng, Z.: Worst case model risk management. Finance Stoch. 6(4), 517–537 (2002)
Tevzadze, R., Toronjadze, T., Uzunashvili, T.: Robust utility maximization for a diffusion market model with misspecified coefficients. Finance Stoch. 17, 535–563 (2013)
Wittmüss, W.: Robust optimization of consumption with random endowment. Stochastics 80(5), 459–475 (2008)
Acknowledgements
I wish to express my deepest gratitude to Monique Jeanblanc for giving me the opportunity to join Laboratoire de Mathématiques et Modélisation, Université d’Evry-Val d’Essonne for a short research visit, and also for all the support she provided to me constantly elaboration of this manuscript.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This research was supported by Chaire risque de crédit, French Banking Federation for a short research visit at Université d’Evry-Val d’Essonne in september 2013 and by the research contract ID-303/5.10.2011. The author declares that the data supporting the findings of this study are available within the article.
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
Iftimie, B. A robust investment-consumption optimization problem in a switching regime interest rate setting. J Glob Optim 86, 713–739 (2023). https://doi.org/10.1007/s10898-023-01273-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10898-023-01273-0
Keywords
- Robust optimization
- Power utility
- Stochastic interest rate
- Enlarged filtration
- Minimax theorem
- Dual problem
- Backward stochastic differential equations with jumps (BSDEJs)