Abstract
In this paper, a continuous time mean-variance portfolio optimization problem is considered within a game theoretic framework, where the risk aversion function is assumed to depend on the current wealth level and the discounted (preset) investment target. We derive the explicit time consistent investment policy, and find that if the current wealth level is less (larger) than the discounted investment target, the future wealth level along the time consistent investment policy is always less (larger) than the discounted investment target.
Similar content being viewed by others
References
Artzner, P., Delbaen, F., Eber, J.M., Heath, D., Ku, H.: Coherent multiperod risk adjusted values and Bellman’s principle. Ann. Oper. Res. 152, 5–22 (2007)
Basak, S., Chabakauri, G.: Dynamic mean-variance asset allocation. Rev. Fin. Stud. 23, 2970–3016 (2010)
Björk, T., Murgoci, A.: A general theory of markovian time inconsistent stochastic control problems. Working paper, Stockholm School of Economics and Copenhagen Business School (2010)
Björk, T., Murgoci, A., Zhou, X.Y.: Mean-variance portfolio optimization with state-dependent risk aversion. Math. Fin. 24, 1–24 (2014)
Cui, X.Y., Li, D., Wang, S.Y., Zhu, S.S.: Better than dynamic mean-variance: time inconsistency and free cash flow stream. Math. Fin. 22, 346–378 (2012)
Cui, X.Y., Li, D., Li, X., Shi,Y.: Time-consistent behaviour portfolio policy for mean-variance formulation, available at SSRN (2014). http://ssrn.com/abstract=2480299
Hu, Y., Jin, H.Q., Zhou, X.Y.: Time-inconsistent stochastic linear-quadratic control. SIAM J. Control Optim. 50, 1548–1572 (2012)
Jobert, A., Rogers, L.C.: Valuations and dynamic convex risk measures. Math. Fin. 18, 1–22 (2008)
Li, D., Ng, W.L.: Optimal dynamic portfolio selection: multi-period mean-variance formulation. Math. Fin. 10, 387–406 (2000)
Markowitz, H.M.: Portfolio selection. J. Fin. 7, 77–91 (1952)
Rosazza Gianin, E.: Risk measures via g-expectations. Insur. Math. Econ. 39, 19–34 (2006)
Strotz, R.: Myopia, inconsistency in dynamic utility maximization. Rev. Econ. Stud. 23, 165–180 (1955)
Wang, J., Forsyth, P.A.: Continuous time mean variance asset allocation, a time-consistent strategy. Eur. J. Oper. Res. 209, 184–201 (2011)
Wu, H.L.: Time-consistent strategies for a multiperiod mean-variance portfolio selection problem. J. Appl. Math. 2013, 13 (2013)
Zhou, X.Y., Li, D.: Continuous-time mean-variance portfolio selection: a stochastic LQ framework. Appl. Math. Optim. 42, 19–33 (2000)
Acknowledgments
This work is partially supported by grants of the National Natural Science Foundation of China (Nos. 71201094, 71201173, 71571195), Innovation Project Research Fund of SHUFE (No. CXJJ-2014-463), Program for Changjiang Scholars and Innovative Research Team in SUFE (No. IRT13077), Guangdong Natural Science for Research Team (2014A030312003), Guangdong Natural Science Funds for Distinguished Young Scholar (No. 2015A030306040) and Natural Science Foundation of Guangdong Province of China (No.S2013010011959).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Cui, X., Xu, L. & Zeng, Y. Continuous time mean-variance portfolio optimization with piecewise state-dependent risk aversion. Optim Lett 10, 1681–1691 (2016). https://doi.org/10.1007/s11590-015-0970-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11590-015-0970-8