AN ADAPTIVE FINITE DIFFERENCE METHOD USING FAR-FIELD BOUNDARY CONDITIONS FOR THE BLACK-SCHOLES EQUATION

被引:5
作者
Jeong, Darae [1 ]
Ha, Taeyoung [2 ]
Kim, Myoungnyoun [2 ]
Shin, Jaemin [3 ]
Yoon, In-Han [1 ]
Kim, Junseok [1 ]
机构
[1] Korea Univ, Dept Math, Seoul 136713, South Korea
[2] Natl Inst Math Sci, Div Computat Sci Math, Taejon 305811, South Korea
[3] Ewha Womans Univ, Inst Math Sci, Seoul 120750, South Korea
关键词
Black-Scholes equation; finite difference method; far-field boundary conditions; adaptive grid; Peclet condition; OPTION VALUATION; AMERICAN;
D O I
10.4134/BKMS.2014.51.4.1087
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
We present an accurate and efficient numerical method for solving the Black-Scholes equation. The method uses an adaptive grid technique which is based on a far-field boundary position and the Peclet condition. We present the algorithm for the automatic adaptive grid generation: First, we determine a priori suitable far-field boundary location using the mathematical model parameters. Second, generate the uniform fine grid around the non-smooth point of the payoff and a non-uniform grid in the remaining regions. Numerical tests are presented to demonstrate the accuracy and efficiency of the proposed method. The results show that the computational time is reduced substantially with the accuracy being maintained.
引用
收藏
页码:1087 / 1100
页数:14
相关论文
共 26 条
[1]  
Achdou Y, 2005, FRONT APP M, P1
[2]   PRICING OF OPTIONS AND CORPORATE LIABILITIES [J].
BLACK, F ;
SCHOLES, M .
JOURNAL OF POLITICAL ECONOMY, 1973, 81 (03) :637-654
[3]   FINITE-DIFFERENCE METHODS AND JUMP PROCESSES ARISING IN PRICING OF CONTINGENT CLAIMS - SYNTHESIS [J].
BRENNAN, MJ ;
SCHWARTZ, ES .
JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 1978, 13 (03) :461-474
[4]   VALUATION OF AMERICAN PUT OPTIONS [J].
BRENNAN, MJ ;
SCHWARTZ, ES .
JOURNAL OF FINANCE, 1977, 32 (02) :449-462
[5]   The trade-offs between alternative finite difference techniques used to price derivative securities [J].
Buetow, GW ;
Sochacki, JS .
APPLIED MATHEMATICS AND COMPUTATION, 2000, 115 (2-3) :177-190
[6]  
Christara CC, 2011, J COMPUT FINANC, V14, P73
[7]  
Duffy D.J., 2006, Finite Difference Methods in Financial Engineering. A Partial Differential Equation Approach
[8]   The Adaptive Mesh Model: a new approach to efficient option pricing [J].
Figlewski, S ;
Gao, B .
JOURNAL OF FINANCIAL ECONOMICS, 1999, 53 (03) :313-351
[9]   VALUATION BY APPROXIMATION - A COMPARISON OF ALTERNATIVE OPTION VALUATION TECHNIQUES [J].
GESKE, R ;
SHASTRI, K .
JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS, 1985, 20 (01) :45-71
[10]  
Jeong D., 2012, THESIS KOREA U KOREA