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PARALLEL PSEUDOSPECTRAL SOLUTION OF FINANCIAL PARTIAL DIFFERENTIAL EQUATIONS

 

作者: F.O. BUNNIN,   Y. GUO,   Y. REN,   J. DARLINGTON,  

 

期刊: Parallel Algorithms and Applications  (Taylor Available online 2000)
卷期: Volume 15, issue 1-2  

页码: 3-13

 

ISSN:1063-7192

 

年代: 2000

 

DOI:10.1080/01495730008947347

 

出版商: Taylor & Francis Group

 

关键词: Parallel pseudospectral method;Bi-conjugate gradient stabilised algorithm;Financial modeling;High performance computing

 

数据来源: Taylor

 

摘要:

We apply the Pseudospectral method to two fundamental financial equations: the Black-Scholes equation and the Cox Ingersoil Ross model of the term structure of interest rates. The former is used to price a European Call Option and the latter to price a zero coupon bond. Chebyshev polynomials are used as the basis functions and Chebyshev collocation points for the space discretisation. The Crank-Nicolson scheme is used for the time differencing. We have developed a C++ program to solve general second order linear parabolic equations, A parallel quasi-minimal residual version of the Bi-Conjugate Gradient stabilised algorithm is applied to solve the linear system on the AP3000, a parallel computer. The regular space domain and the smooth solutions often encountered in finance suggest the suitability of using this higher order technique.

 

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