Abstract
In this chapter we extend the basic semidiscretizations introduced in Chapter 3 to the general convection-diffusion-reaction equation combined with the various boundary conditions from Chapter 2. We then discuss nonuniform spatial grids and consider the numerical treatment of nonsmooth initial functions, which are omnipresent in financial applications. The chapter concludes with a useful mixed central/upwind discretization.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
Notes
- 1.
More precisely phrased: nonnegativity preserving.
Bibliography
A. Berman & R. J. Plemmons, Nonnegative Matrices in the Mathematical Sciences, SIAM, 1994.
Y. d'Halluin, P. A. Forsyth & K. R. Vetzal, Robust numerical methods for contingent claims under jump diffusion processes, IMA J. Numer. Anal. 25 (2005) 87–112.
K. J. in 't Hout & K. Volders, Stability and convergence analysis of discretizations of the Black–Scholes PDE with the linear boundary condition, IMA J. Numer. Anal. 34 (2014) 296–325.
W. Hundsdorfer & J. G. Verwer, Numerical Solution of Time-Dependent Advection-Diffusion-Reaction Equations, Springer, 2003.
H. O. Kreiss, V. Thomée & O. Widlund, Smoothing of initial data and rates of convergence for parabolic difference equations, Comm. Pure Appl. Math. 23 (1970) 241–259.
D. M. Pooley, P. A. Forsyth & K. R. Vetzal, Numerical convergence properties of option pricing PDEs with uncertain volatility, IMA J. Numer. Anal. 23 (2003) 241–267.
D. M. Pooley, K. R. Vetzal & P. A. Forsyth, Convergence remedies for non-smooth payoffs in option pricing, J. Comp. Finan. 6 (2003) 25–40.
D. Tavella & C. Randall, Pricing Financial Instruments, Wiley, 2000.
A. E. P. Veldman & K. Rinzema, Playing with nonuniform grids, J. Eng. Math. 26 (1992) 119–130.
H. Windcliff, P. A. Forsyth & K. R. Vetzal, Analysis of the stability of the linear boundary condition for the Black–Scholes equation, J. Comp. Finan. 8 (2004) 65–92.
Author information
Authors and Affiliations
Copyright information
© 2017 The Author(s)
About this chapter
Cite this chapter
in ’t Hout, K. (2017). Spatial Discretization II. In: Numerical Partial Differential Equations in Finance Explained. Financial Engineering Explained. Palgrave Macmillan, London. https://doi.org/10.1057/978-1-137-43569-9_4
Download citation
DOI: https://doi.org/10.1057/978-1-137-43569-9_4
Published:
Publisher Name: Palgrave Macmillan, London
Print ISBN: 978-1-137-43568-2
Online ISBN: 978-1-137-43569-9
eBook Packages: Economics and FinanceEconomics and Finance (R0)