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A Spectral Element Approximation to Price European Options. II. The Black-Scholes Model with Two Underlying Assets

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Abstract

We develop a Legendre quadrilateral spectral element approximation for the Black-Scholes equation to price European options with two underlying assets. A weak formulation of the equations imposes the boundary conditions naturally along the boundaries where the equation becomes singular. As examples, we apply the method to price European rainbow and basket options. We compare the efficiency for fully implicit and IMEX integration of the equations in time, three iterative solvers and two diagonal preconditioners. Of the choices, we find that GMRES with a fully implicit approximation in time, preconditioned with the mass matrix is the most efficient.

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References

  1. Black, F., Scholes, M.: The pricing of options and corporate liabilities. J. Political Econ. 81, 637–659 (1973)

    Article  Google Scholar 

  2. Briani, M., Natalini, R., Russo, G.: Implicit-explicit numerical schemes for jump-diffusion processes. CALCOLO 44(1), 33–57 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  3. Canuto, C., Hussaini, M.Y., Quarteroni, A., Zang, T.A.: Spectral Methods: Fundamentals in Single Domains. Springer, Berlin (2006)

    MATH  Google Scholar 

  4. Canuto, C., Hussaini, M.Y., Quarteroni, A., Zang, T.A.: Spectral Methods: Evolution to Complex Geometries and Applications to Fluid Dynamics. Springer, Berlin (2007)

    MATH  Google Scholar 

  5. Gordon, W.J., Hall, C.A.: Construction of curvilinear co-ordinate systems and their applications to mesh generation. Int. J. Numer. Methods Eng. 7, 461–477 (1973)

    Article  MATH  MathSciNet  Google Scholar 

  6. Patera, A.T.: A spectral element method for fluid dynamics—Laminar flow in a channel expansion. J. Comput. Phys. 54(3), 468–488 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  7. Rannacher, R.: Finite element solution of diffusion problems with irregular data. Numer. Math. 43, 309–327 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  8. Saad, Y.: Iterative Methods for Sparse Linear Systems, 2nd edn. SIAM, Philadelphia (2003)

    MATH  Google Scholar 

  9. Stulz, R.M.: Options on the minimum or the maximum of two risky assets. J. Financ. Econ. 10, 161–185 (1982)

    Article  Google Scholar 

  10. Van Der Vorst, H.A.: Bi-CGSTAB: A fast and smoothly converging variant of Bi-CG for the solution of nonsymmetric linear systems. SIMA J. Sci. Stat. Comput. 13(2), 631–644 (1992)

    Article  MATH  Google Scholar 

  11. Wilmott, P., Dewynne, J., Howison, S.: Option Pricing. Oxford Financial Press, Oxford (1993)

    Google Scholar 

  12. Zhu, W.: A spectral element method to price single and multi-asset european options. PhD thesis, The Florida State University (2008)

  13. Zhu, W., Kopriva, D.A.: A spectral element method to price European options. I. single asset with and without jump diffusion. J. Sci. Comput. (2009, in press). doi:10.1007/s10915-008-9267-8

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Correspondence to David A. Kopriva.

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Zhu, W., Kopriva, D.A. A Spectral Element Approximation to Price European Options. II. The Black-Scholes Model with Two Underlying Assets. J Sci Comput 39, 323–339 (2009). https://doi.org/10.1007/s10915-009-9270-8

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  • DOI: https://doi.org/10.1007/s10915-009-9270-8

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