Abstract
A problem for control of the portfolio of securities consisting of risky and riskless investments is stated as a dynamic problem of tracking of the standard (hypothetical) portfolio displaying the prescribed desired effectiveness. It is assume that the dynamics of prices of risky financial assets is described by stochastic equations with regular and pulse disturbances and a step (jump-like) change of parameters that corresponds to the switching of the operating regimes a financial market. An approach to the evaluation of an optimal strategy of feedback control over a quadratic criterion is suggested.
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REFERENCES
Sharp, W., Aleksander, G., and Bailey, J., Investitsii (Investments), Moscow: INFRA-M, 1997.
Lukashin, Yu.P., Optimization of the Investment Portfolio Structure, Econ. Mat. Metod., 1995, vol. 31, no.1, pp. 138–150.
Markowitz, H.M., Portfolio Selection, J. Finance, 1952, vol. 7, no.1, pp. 77–91.
Merton, R.C., Continuous-Time Finance, Cambridge: Balckwell, 1990.
Pervozvanskii, A.A., The Optimal Investment Portfolio in the Nonstationary Nonequilibrium Market, Econ. Mat. Metod., 1999, vol. 35, no.3, pp. 63–68.
Bajeux-Besnainou, I. and Portait, R., Dynamic Asset Allocation in a Mean-Variance Framework, Managem. Sci., 1998, vol. 44, no.11, part 2, pp. S79–S95.
Zhou, X.Y. and Li, D., Continuous-Time Mean-Variance Portfolio Selection: A Stochastic LQ Framework, Appl. Math. Optimiz., 2000, vol. 42, pp. 19–33.
Zhou, X.Y. and Yin, G., Markowitz Mean-Variance Portfolio Selection with Regime Switching: A Continuous-Time Model, SIAM J. Control Optimiz., 2003, vol. 42, no.4, pp. 1466–1482.
Yin, G. and Zhou, X.Y., Markowitz Mean-Variance Portfolio Selection with Regime Switching: From Discrete-Time Models to Their Continuous Time Limits, IEEE Trans. Automat. Control, 2004, vol. 39, no.3, pp. 349–360.
Runggaldier, W.J., On Stochastic Control in Finance, in Mathematical Systems Theory in Biology, Communication, Computation and Finance, Gilliam, D. and Rosenthal, J., Eds., New York: Springer, 2002.
Dombrovsky, V.V. and Gerasimov, E.S., The Dynamic Network Model of Control of the Investment Portfolio in Continuous Time with the Quadratic Risk Function, J. Tomsk State Univ., 2000, no. 269, pp. 70–72.
Gerasimov, E.S. and Dombrovsky, V.V., The Dynamic Network Model of Control of Investments with the Quadratic Risk Function, Autom. Telemekh., 2002, no. 2, pp. 119–128.
Dombrovsky, V.V. and Fedosov, E.N., The Model of Control of the Investment Portfolio in the Space of States in the Nonstationary Jump-Diffusion Financial Market, Avtomat. Vychisl. Tekh., 2002, no. 6, pp. 13–24.
Gerasimov, E.S. and Dombrovsky, V.V., The Dynamic Network Model of Control of the Investment Portfolio with a Random Jump-Like Change of Volatilities of Financial Assets, Avtom. Telemekh., 2003, no. 7, pp. 77–86.
Dombrovsky, V.V. and Gal’perin, V.A., The Dynamic Model of Control of the Investment Portfolio with the Quadratic Risk Function, J. Tomsk State Univ., 2002, no. 269, pp. 73–75.
Gal’perin, V.A. and Dombrovsky, V.V., Dynamic Control of the Self-Financed Investment Portfolio with the Quadratic Risk Function in Discrete Time, J. Tomsk State Univ., 2002, no. 1(I), pp. 141–146.
Shiryaev, A.N., Probability-Statistic Models of Evolution of Financial Indices, Obozr. Prikl. Prom. Mat., 1995, vol. 2, issue4, pp. 527–555.
Pakshin, P.V., Estimation of the State and Synthesis of Control of Discrete Linear Systems with Additive and Multiplicative Noise, Avtom. Telemekh., 1978, no. 2, pp. 75–86.
McLane, P.J., Optimal Stochastic Control of Linear Systems with State-and Control-Dependent Disturbances, IEEE Trans. Automat. Control, 1971, vol. AC-16, no.6, pp. 793–798.
Athans, M., The Matrix Minimum Principle, Inf. Control, 1968, vol. 11, pp. 592–606.
Elliott, R,J., Exact Adaptive Filters for Markov Chains Observed in Gaussian Noise, Automatica, 1994, no. 30, pp. 1399–1408.
Elliott, R.J., Malcolm, W.R., and Tsoi, A.H., Robust Parameter Estimation for Asset Price Models with Markov Modulated Volatilities, J. Econ. Dynam. Control, 2003, vol. 27, no.8, pp. 1391–1409.
Cvitanic, J., Liptser, R., and Rozovskii, B., Tracking Volatility, Proc. 39th IEEE Conf. Decision and Control, 2000, pp. 1189–1193.
Gerasimov, E.S. and Dombrovsky, V.V., Adaptive Control of the Investment Portfolio, J. Tomsk State Univ., 2003, no. 280, pp. 118–123.
Hanson, F.B., Westman, J.J., and Zhu, Z., Multinomial Maximum Likelihood Estimation of Market Parameters for Stock Jump-Diffusion Models, Proc. 2003, AMS/IMS/SIAM Summer Research Conf. on Mathematics in Finance, AMS Contemporary Mathematics, 2004, pp. 1–15.
Gerasimov, E.S. and Dombrovsky, V.V., Active Control of the Investment Portfolio with a Random Jump-Like Change of Volatilities of Financial Assets, Methods and Algorithms of Applied Mathematics in Engineering, Medicine, and Economics, Proc. 2nd International Scientific-Practical Conf., Novocherkask, 2002, part 3, pp. 45–50.
Dombrovsky, V.V. and Fedosov, E.N., Active Portfolio Selection under Nonstationary Jump-Diffusion Financial Market, Mathematical Methods in Finance and Econometrics., Proc. 2nd Int. Conf. “Actuarial and Financial Mathematics,” 2002, Minsk, pp. 104–109.
Dombrovsky, V.V. and Lashenko, E.A., Dynamic Model of Active Portfolio Management with Stochastic Volatility in Incomplete Market, Proc. SICE Annual Conf. in Fukui, Fukui: Fukui Univ., pp. 636–641.
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Translated from Avtomatika i Telemekhanika, No. 5, 2005, pp. 175–189.
Original Russian Text Copyright © 2005 by Gal’perin, Dombrovsky, Fedosov.
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Gal’perin, V.A., Dombrovsky, V.V. & Fedosov, E.N. Dynamic Control of the Investment Portfolio in the Jump-Diffusion Financial Market with Regime Switching. Autom Remote Control 66, 837–850 (2005). https://doi.org/10.1007/s10513-005-0127-9
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DOI: https://doi.org/10.1007/s10513-005-0127-9