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Stochastic maximum principle for optimal control problems of forward-backward delay systems involving impulse controls

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Abstract

This paper is concerned with the optimal control problems of forward-backward delay systems involving impulse controls. The authors establish a stochastic maximum principle for this kind of systems. The most distinguishing features of the proposed problem are that the control variables consist of regular and impulsive controls, both with time delay, and that the domain of regular control is not necessarily convex. The authors obtain the necessary and sufficient conditions for optimal controls, which have potential applications in mathematical finance.

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References

  1. Pontryagin L, Boltyanskti V, Gamkrelidze R, et al., The Mathematical Theory of Optimal Control Processes, John Wiley, New York, 1962.

    Google Scholar 

  2. Bismut J, An introductory approach to duality in optimal stochastic control, SIAM Journal on Control and Optimization, 1978, 20(1): 62–78.

    MathSciNet  MATH  Google Scholar 

  3. Peng S, A general stochastic maximum principle for optimal control problems, SIAM Journal on Control and Optimization, 1990, 28(4): 966–979.

    Article  MathSciNet  MATH  Google Scholar 

  4. Pardoux E and Peng S, Adapted solution of backward stochastic equation, Systems and Control Letters, 1990, 14(1): 55–61.

    Article  MathSciNet  MATH  Google Scholar 

  5. Duffie D and Epstein L, Stochastic differential utility, Econometrica, 1992, 60: 353–394.

    Article  MathSciNet  MATH  Google Scholar 

  6. El Karoui N, Peng S, and Quenez M, Backward stochastic differential equations in finance, Mathematical Finance, 1997, 7: 1–71.

    Article  MathSciNet  MATH  Google Scholar 

  7. Peng S, Backward stochastic differential equations and applications to optimal control, Applied Mathematics and Optimization, 1993, 27(2): 125–144.

    Article  MathSciNet  MATH  Google Scholar 

  8. Xu W, Stochastic maximum principle for optimal control problem of forward and backward system, Journal of the Australian Mathematical Society, Series B, 1995, 37(2): 172–185.

    Article  MathSciNet  MATH  Google Scholar 

  9. Wu Z, Maximum principle for optimal control problem of fully coupled forward-backward stochastic systems, Systems Science and Mathematical Sciences, 1998, 11(3): 249–259 (in Chinese).

    MathSciNet  MATH  Google Scholar 

  10. Yong J, Optimality variational principle for controlled forward-backward stochastic differential equaitons with mixed initial-terminal conditions, SIAM Journal on Control and Optimization, 2010, 48: 4119–4156.

    Article  MathSciNet  MATH  Google Scholar 

  11. Wang G and Yu Z, A Pontryagin’s maximum principle for non-zero sum differential games of BSDEs with applications, IEEE Transactions on Automatic Control, 2010, 55(7): 1742–1747.

  12. Wang G and Wu Z, The maximum principles for stochastic recursive optimal control problems under partial information, IEEE Transactions on Automatic Control, 2009, 54(6): 1230–1242.

    Article  MathSciNet  Google Scholar 

  13. Wu Z, A general maximum principle for optimal control of forward-backward stochastic systems, Automatica, 2013, 49: 1473–1480.

    Article  MathSciNet  MATH  Google Scholar 

  14. Arriojas M, Hu Y, Mohammed S-E A, et al., A delayed Black and Scholes formula, Stochastic Analysis and Applications, 2007, 25(2): 471–492.

    Article  MathSciNet  MATH  Google Scholar 

  15. Mohammed S-E A, Stochastic Functional Differential Equations, Research Notes in Mathematics, 99, Pitman Advanced Publishing Program, Boston, London, Melboume, 1984.

    Google Scholar 

  16. Mohammed S-E A, Stochastic differential systems with memory: Theory, examples and applications, Progress in Probability, Stochastic Analysis and Related topics VI, The Geido Workshop, Birkhäuser, 1998.

    Google Scholar 

  17. Øksendal B and Sulem A, A maximum principle for optimal control of stochastic systems with delay, with applications to finance, Optimal Control and Partial Differential Equations, eds. by Menaldi J M, Rofman E, and Sulem A, ISO Press, Amsterdam, The Netherlands, 2000, 64–79,.

    Google Scholar 

  18. Davis M and Norman A, Portfolio selection with transaction costs, Mathematics of Operations Research, 1990, 15(4): 676–713.

    Article  MathSciNet  MATH  Google Scholar 

  19. Øksendal B and Sulem A, Optimal consumption and portfolio with both fixed and proportional transaction costs, SIAM Journal on Control and Optimization, 2002, 40(6): 1765–1790.

    Article  MathSciNet  MATH  Google Scholar 

  20. Cadenillas A and Zapatero F, Classical and impulse stochastic control of the exchange rate using interest rates and reserves, Mathematical Finance, 2000, 10(2): 141–156.

    Article  MathSciNet  MATH  Google Scholar 

  21. Jeanblanc-Picqué M, Impulse control method and exchange rate, Mathematical Finance, 1993, 3: 161–177.

    Article  MATH  Google Scholar 

  22. Korn R, Some applications of impulse control in mathematical finance, Mathematical Methods of Operations Research, 1999, 50: 493–518.

    Article  MathSciNet  MATH  Google Scholar 

  23. Miller B and Rubinovich E, Impulsive Control in Continuous and Discrete-Continuous Systems, Kluwer, Dordrecht, The Netherlands, 2003.

    Book  MATH  Google Scholar 

  24. Wu Z and Zhang F, Stochastic maximum principle for optimal control problems of forwardbackward systems involving impulse controls, IEEE Transactions on Automatic Control, 2011, 56(6): 1401–1406.

    Article  MathSciNet  Google Scholar 

  25. Wu Z and Zhang F, Maximum principle for stochastic recursive optimal control problems involving impulse controls, Abstract and Applied Analysis, 2012, 32: 1–16.

    MathSciNet  Google Scholar 

  26. Peng S and Yang Z, Anticipated backward stochastic differential equations, The Annals of Probability, 2009, 37: 877–902.

    Article  MathSciNet  MATH  Google Scholar 

  27. Chen L and Wu Z, Maximum principle for the stochastic optimal control problem with delay and application, Automatica, 2010, 46: 1074–1080.

    Article  MathSciNet  MATH  Google Scholar 

  28. Yu Z, The stochastic maximum principle for optimal control problems of delay systems involving continuous and impulse controls, Automatica, 2012, 48: 2420–2432.

    Article  MathSciNet  MATH  Google Scholar 

  29. Øksendal B and Sulem A, Optimal stochastic impulse control with delayed reaction, Applied Mathematics and Optimization, 2008, 58: 243–255.

    Article  MathSciNet  MATH  Google Scholar 

  30. Huang J and Shi J, Maximum principle for optimal control of fully coupled forward-backward stochastic differential delayed equations, ESAIM: COCV, 2012, 18: 1073–1096.

    Article  MathSciNet  MATH  Google Scholar 

  31. Chen L, Wu Z, and Yu Z, Delayed stochastic linear-quadratic control problem and related applications, Journal of Applied Mathematics, 2012, 2012, 1–22.

    MathSciNet  MATH  Google Scholar 

  32. Mao X, Stochastic Differential Equations and Their Applications, Horwood, New York, 1997.

    MATH  Google Scholar 

  33. Yong J and Zhou X Y, Stochastic Controls: Hamiltonian Systems and HJB Equations, Springer-Verlag, New York, 1999.

    Book  MATH  Google Scholar 

Download references

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Correspondence to Zhen Wu.

Additional information

This paper was supported by the Natural Science Foundation of China under Grant No. 61573217, 111 Project (B12023), the National High-Level Personnel of Special Support Program and the Chang Jiang Scholar Program of Chinese Education Ministry.

This paper was recommended for publication by Editor LIU Yungang.

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Wang, S., Wu, Z. Stochastic maximum principle for optimal control problems of forward-backward delay systems involving impulse controls. J Syst Sci Complex 30, 280–306 (2017). https://doi.org/10.1007/s11424-016-5039-y

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  • DOI: https://doi.org/10.1007/s11424-016-5039-y

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