Skip to main content
Log in

A numerical method for pricing discrete double barrier option by Chebyshev polynomials

  • Original Research
  • Published:
Mathematical Sciences Aims and scope Submit manuscript

Abstract

In this article, a fast numerical method based on orthogonal Chebyshev polynomials for pricing discrete double barrier option is illustrated. At first, a recursive formula for computing price of discrete double barrier option is obtained. Then, these recursive formulas are estimated by Chebyshev polynomials and expressed in operational matrix form that reduce CPU time of algorithm. Finally, the effectiveness and validity of the presented method is demonstrated by comparison with the obtained numerical results with some other algorithms.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Kamrad, B., Ritchken, P.: Multinomial approximating models for options with k state variables. Manag. Sci. 37(12), 1640–1652 (1991)

    Article  Google Scholar 

  2. Kwok, Y.K.: Mathematical Models of Financial Derivatives. Springer, Berlin (1998)

    MATH  Google Scholar 

  3. Dai, T.-S., Lyuu, Y.-D., et al.: The bino-trinomial tree: a simple model for efficient and accurate option pricing. J. Deriv. 17(4), 7 (2010)

    Article  Google Scholar 

  4. Ahn, D.-H., Figlewski, S., Gao, B.: Pricing discrete barrier options with an adaptive mesh model. Available at SSRN 162450

  5. Andricopoulos, A.D., Widdicks, M., Duck, P.W., Newton, D.P.: Universal option valuation using quadrature methods. J. Financ. Econ. 67(3), 447–471 (2003)

    Article  Google Scholar 

  6. Fusai, G., Abrahams, I.D., Sgarra, C.: An exact analytical solution for discrete barrier options. Financ. Stochast. 10(1), 1–26 (2006). https://doi.org/10.1007/s00780-005-0170-y

    Article  MathSciNet  MATH  Google Scholar 

  7. Fusai, G., Recchioni, M.C.: Analysis of quadrature methods for pricing discrete barrier options. J. Econ. Dyn. Control 31(3), 826–860 (2007)

    Article  MathSciNet  Google Scholar 

  8. Milev, M., Tagliani, A.: Numerical valuation of discrete double barrier options. J. Comput. Appl. Math. 233(10), 2468–2480 (2010)

    Article  MathSciNet  Google Scholar 

  9. Golbabai, A., Ballestra, L., Ahmadian, D.: A highly accurate finite element method to price discrete double barrier options. Comput. Econ. 44(2), 153–173 (2014)

    Article  Google Scholar 

  10. Farnoosh, R., Sobhani, A., Rezazadeh, H., Beheshti, M.H.: Numerical method for discrete double barrier option pricing with time-dependent parameters. Comput. Math. Appl. 70(8), 2006–2013 (2015). https://doi.org/10.1016/j.camwa.2015.08.016

    Article  MathSciNet  Google Scholar 

  11. Farnoosh, R., Rezazadeh, H., Sobhani, A., Beheshti, M.H.: A numerical method for discrete single barrier option pricing with time-dependent parameters. Comput. Econ. 48(1), 131–145 (2015). https://doi.org/10.1007/s10614-015-9506-7

    Article  Google Scholar 

  12. Farnoosh, R., Sobhani, A., Beheshti, M.H.: Efficient and fast numerical method for pricing discrete double barrier option by projection method. Comput. Math. Appl. 73(7), 1539–1545 (2017)

    Article  MathSciNet  Google Scholar 

  13. Sobhani, A., Milev, M.: A numerical method for pricing discrete double barrier option by Legendre multiwavelet. J. Comput. Appl. Math. 328, 355–364 (2018)

    Article  MathSciNet  Google Scholar 

  14. Yoon, J.-H., Kim, J.-H.: The pricing of vulnerable options with double Mellin transforms. J. Math. Anal. Appl. 422(2), 838–857 (2015)

    Article  MathSciNet  Google Scholar 

  15. Gzyl, H., Milev, M., Tagliani, A.: Discontinuous payoff option pricing by Mellin transform: a probabilistic approach. Financ. Res. Lett. 20, 281–288 (2017)

    Article  Google Scholar 

  16. Fusai, G., Germano, G., Marazzina, D.: Spitzer identity, Wiener–Hopf factorization and pricing of discretely monitored exotic options. Eur. J. Oper. Res. 251(1), 124–134 (2016)

    Article  MathSciNet  Google Scholar 

  17. Shea, C.-J.: Numerical valuation of discrete barrier options with the adaptive mesh model and other competing techniques. Master’s Thesis, Department of Computer Science and Information Engineering, National Taiwan University

  18. Wade, B., Khaliq, A., Yousuf, M., Vigo-Aguiar, J., Deininger, R.: On smoothing of the Crank–Nicolson scheme and higher order schemes for pricing barrier options. J. Comput. Appl. Math. 204(1), 144–158 (2007)

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rahman Farnoosh.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kamalzadeh, F., Farnoosh, R. & Fathi, K. A numerical method for pricing discrete double barrier option by Chebyshev polynomials. Math Sci 14, 91–96 (2020). https://doi.org/10.1007/s40096-020-00319-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40096-020-00319-8

Keywords

Mathematics Subject Classification

Navigation