Numerical performance of penalty method for American option pricing

This paper is devoted to studying the numerical performance of a power penalty method for a linear parabolic complementarity problem arising from American option valuation. The penalized problem is a nonlinear parabolic partial differential equation (PDE). A fitted finite volume method and an implicit time-stepping scheme are used for, respectively, the spatial and time discretizations of the PDE. The rate of convergence of the penalty methods with respect to the penalty parameters is investigated both theoretically and numerically. The numerical robustness and computational effectiveness of the penalty method with respect to the market parameters are also studied and compared with those from an existing popular method, project successive over relaxation.

[1]  P. Wilmott,et al.  Option pricing: Mathematical models and computation , 1994 .

[2]  X. Q. Yang,et al.  Decreasing Functions with Applications to Penalization , 1999, SIAM J. Optim..

[3]  Noelle Foreshaw Options… , 2010 .

[4]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[5]  J. Hull Options, Futures, and Other Derivatives , 1989 .

[7]  Kai Zhang,et al.  Pricing options under jump diffusion processes with fitted finite volume method , 2008, Appl. Math. Comput..

[8]  Peter A. Forsyth,et al.  Quadratic Convergence for Valuing American Options Using a Penalty Method , 2001, SIAM J. Sci. Comput..

[9]  J. Pang,et al.  Option Pricing and Linear Complementarity , 1998 .

[10]  S. Ross,et al.  Option pricing: A simplified approach☆ , 1979 .

[11]  Ernan Haruvy,et al.  Competition with Open Source as a Public Good , 2008 .

[12]  Kok Lay Teo,et al.  Power Penalty Method for a Linear Complementarity Problem Arising from American Option Valuation , 2006 .

[13]  Song Wang,et al.  A novel fitted finite volume method for the Black-Scholes equation governing option pricing , 2004 .

[14]  R. Rannacher Finite element solution of diffusion problems with irregular data , 1984 .

[15]  Song Wang,et al.  A power penalty method for linear complementarity problems , 2008, Oper. Res. Lett..

[16]  Song Wang,et al.  A Fitted Finite Volume Method for the Valuation of Options on Assets with Stochastic Volatilities , 2006, Computing.