Skip to main content

Second Order BSDEs

  • Chapter
  • First Online:
Backward Stochastic Differential Equations

Part of the book series: Probability Theory and Stochastic Modelling ((PTSM,volume 86))

  • 4013 Accesses

Abstract

The second order BSDE, or say BSDE under nonlinear expectation, can be viewed as a Sobolev type of solutions to path dependent HJB equations. Unlike the pathwise approach for the viscosity theory in the previous chapter, in this chapter the main tool is the quasi-sure stochastic analysis. An application in an uncertain volatility model is also presented.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 54.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 69.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 99.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bichteler, K.: Stochastic integration and L p-theory of semimartingales. Ann. Probab. 9(1), 49–89 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  2. Cheridito, P., Soner, H.M., Touzi, N., Victoir, N.: Second-order backward stochastic differential equations and fully nonlinear parabolic PDEs. Commun. Pure Appl. Math. 60(7), 1081–1110 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  3. Cohen, S.N.: Quasi-sure analysis, aggregation and dual representations of sublinear expectations in general spaces. Electron. J. Probab. 17(62), 15 pp. (2012)

    Google Scholar 

  4. Cvitanic, J., Possamai, D., Touzi, N.: Moral hazard in dynamic risk management. Manage. Sci. (accepted). arXiv:1406.5852

    Google Scholar 

  5. Cvitanic, J., Possamai, D., Touzi, N.: Dynamic programming approach to principal-agent problems. Finance Stochastics (accepted). arXiv:1510.07111

    Google Scholar 

  6. Denis, L., Hu, M., Peng, S.: Function spaces and capacity related to a sublinear expectation: application to G-Brownian motion paths. Potential Anal. 34(2), 139–161 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  7. Denis, L., Kervarec, M.: Optimal investment under model uncertainty in nondominated models. SIAM J. Control Optim. 51(3), 1803–1822 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  8. Denis, L., Martini, C.: A theoretical framework for the pricing of contingent claims in the presence of model uncertainty. Ann. Appl. Probab. 16(2), 827–852 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  9. Drapeau, S., Heyne, G., Kupper, M.: Minimal supersolutions of BSDEs under volatility uncertainty. Stochastic Process. Appl. 125(8), 2895–2909 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  10. Epstein, L.G., Ji, S.: Ambiguous volatility and asset pricing in continuous time. Rev. Financ. Stud. 26, 1740–1786 (2013)

    Article  Google Scholar 

  11. Epstein, L.G., Ji, S.: Ambiguous volatility, possibility and utility in continuous time. J. Math. Econ. 50, 269–282 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  12. Follmer, H.: Calcul d’Itô sans probabilites (French). In: Seminar on Probability, XV (Univ. Strasbourg, Strasbourg, 1979/1980) (French). Lecture Notes in Mathematics, vol. 850, pp. 143–150. Springer, Berlin (1981)

    Google Scholar 

  13. Friz, P.K., Hairer, M.: A Course on Rough Paths. With an Introduction to Regularity Structures. Universitext, xiv + 251 pp. Springer, Cham (2014)

    Google Scholar 

  14. Hu, M., Ji, S., Peng, S., Song, Y.: Backward stochastic differential equations driven by G-Brownian motion. Stoch. Process. Appl. 124(1), 759–784 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  15. Karatzas, I., Shreve, S.E.: Methods of Mathematical Finance. Applications of Mathematics (New York), vol. 39, xvi + 407 pp. Springer, New York (1998)

    Google Scholar 

  16. Karandikar, R.L.: On pathwise stochastic integration. Stoch. Process. Appl. 57(1), 11–18 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  17. Kharroubi, I., Pham, H.: Feynman-Kac representation for Hamilton-Jacobi-Bellman IPDE. Ann. Probab. 43(4), 1823–1865 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  18. Lin, Y.: A new existence result for second-order BSDEs with quadratic growth and their applications. Stochastics 88(1), 128–146 (2016)

    MathSciNet  MATH  Google Scholar 

  19. Matoussi, A., Possamai, D., Zhou, C.: Second order reflected backward stochastic differential equations. Ann. Appl. Probab. 23(6), 2420–2457 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  20. Matoussi, A., Possamai, D., Zhou, C.: Robust utility maximization in nondominated models with 2BSDE: the uncertain volatility model. Math. Financ. 25(2), 258–287 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  21. Nutz, M.: Pathwise construction of stochastic integrals. Electron. Commun. Probab. 17(24), 7 pp. (2012)

    Google Scholar 

  22. Nutz, M.: A quasi-sure approach to the control of non-Markovian stochastic differential equations. Electron. J. Probab. 17(23), 23 pp. (2012)

    Google Scholar 

  23. Nutz, M., Soner, H.M.: Superhedging and dynamic risk measures under volatility uncertainty. SIAM J. Control Optim. 50(4), 2065–2089 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  24. Nutz, M., van Handel, R.: Constructing sublinear expectations on path space. Stoch. Process. Appl. 123(8), 3100–3121 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  25. Peng, S., Song, Y., Zhang, J.: A complete representation theorem for G-martingales. Stochastics 86(4), 609–631 (2014)

    MathSciNet  MATH  Google Scholar 

  26. Possamai, D., Zhou, C.: Second order backward stochastic differential equations with quadratic growth. Stoch. Process. Appl. 123(10), 3770–3799 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  27. Possamai, D., Tan, X.: Weak approximation of second-order BSDEs. Ann. Appl. Probab. 25(5), 2535–2562 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  28. Possamai, D., Tan, X., Zhou, C.: Stochastic control for a class of nonlinear kernels and applications. Ann. Probab. (accepted). arXiv:1510.08439

    Google Scholar 

  29. Soner, H.M., Touzi, N., Zhang, J.: Martingale representation theorem for the G-expectation. Stoch. Process. Appl. 121(2), 265–287 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  30. Soner, H.M., Touzi, N., Zhang, J.: Quasi-sure stochastic analysis through aggregation. Electron. J. Probab. 16(67), 1844–1879 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  31. Soner, H.M., Touzi, N., Zhang, J.: Dual formulation of second order target problems. Ann. Appl. Probab. 23(1), 308–347 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  32. Song, Y.: Some properties on G-evaluation and its applications to G-martingale decomposition. Sci. China Math. 54(2), 287–300 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  33. Song, Y.: Uniqueness of the representation for G-martingales with finite variation. Electron. J. Probab. 17(24), 15 pp. (2012)

    Google Scholar 

  34. Stroock, D.W., Varadhan, S.R.S.: Multidimensional Diffusion Processes. Reprint of the 1997 edition. Classics in Mathematics, xii + 338 pp. Springer, Berlin (2006)

    Google Scholar 

  35. Sung, J.: Optimal contracting under mean-volatility ambiguity uncertainties: an alternative perspective on managerial compensation (2015). Preprint papers.ssrn.com

    Google Scholar 

  36. Tan, X.: Discrete-time probabilistic approximation of path-dependent stochastic control problems. Ann. Appl. Probab. 24(5), 1803–1834 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  37. Touzi, N.: Second order backward SDEs, fully nonlinear PDEs, and applications in finance. Proceedings of the International Congress of Mathematicians, vol. IV, pp. 3132–3150. Hindustan Book Agency, New Delhi (2010)

    Google Scholar 

  38. Wang, L.: On the regularity theory of fully nonlinear parabolic equations. I. Commun. Pure Appl. Math. 45(1), 27–76 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  39. Wang, L.: On the regularity theory of fully nonlinear parabolic equations. III. Commun. Pure Appl. Math. 45(3), 255–262 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  40. Xu, J., Zhang, B.: Martingale characterization of G-Brownian motion. Stoch. Process. Appl. 119(1), 232–248 (2009)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer Science+Business Media LLC

About this chapter

Cite this chapter

Zhang, J. (2017). Second Order BSDEs. In: Backward Stochastic Differential Equations. Probability Theory and Stochastic Modelling, vol 86. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-7256-2_12

Download citation

Publish with us

Policies and ethics