Accurate and Efficient Finite Difference Method for the Black-Scholes Model with No Far-Field Boundary Conditions

被引:7
作者
Lee, Chaeyoung [1 ]
Kwak, Soobin [1 ]
Hwang, Youngjin [1 ]
Kim, Junseok [1 ]
机构
[1] Korea Univ, Dept Math, Seoul 02841, South Korea
基金
新加坡国家研究基金会;
关键词
Pricing; Option pricing; Explicit algorithm; Black-Scholes equation; NUMERICAL-SOLUTION; EQUATION; OPTIONS;
D O I
10.1007/s10614-022-10242-w
中图分类号
F [经济];
学科分类号
02 ;
摘要
A fast and accurate explicit finite difference scheme for the Black-Scholes (BS) model with no far-field boundary conditions is proposed. The BS equation has been used to model the pricing of European options. The proposed numerical solution algorithm does not require far-field boundary conditions. Instead, the computational domain is progressively reduced one by one as the time iteration increases. A Saul'yev-type scheme for temporal discretization and non-uniform grids for the underlying asset variables are used. Because the scheme is stable, practically sufficiently large time steps can be applied. The main advantages of the proposed method are its speed, simplicity, and efficiency because it uses a stable explicit numerical scheme without using far-field boundary conditions. In particular, the proposed method is suitable for nonlinear boundary profiles such as power options because it does not require far-field boundary conditions. To validate the speed and efficiency of the proposed scheme, standard computational tests are performed. The computational test results confirmed the superior performance of the proposed method.
引用
收藏
页码:1207 / 1224
页数:18
相关论文
共 40 条
[1]   Multiple Shooting Method for Solving Black-Scholes Equation [J].
Abdi-Mazraeh, Somayeh ;
Khani, Ali ;
Irandoust-Pakchin, Safar .
COMPUTATIONAL ECONOMICS, 2020, 56 (04) :723-746
[2]   A computational method to price with transaction costs under the nonlinear Black-Scholes model [J].
Al-Zhourd, Zeyad ;
Barfeie, Mandiar ;
Soleymani, Fazlollah ;
Tohidi, Emran .
CHAOS SOLITONS & FRACTALS, 2019, 127 :291-301
[3]  
Anwar M.N., 2018, Journal of Mathematical Finance, V8, P372, DOI DOI 10.4236/JMF.2018.82024
[4]   PRICING OF OPTIONS AND CORPORATE LIABILITIES [J].
BLACK, F ;
SCHOLES, M .
JOURNAL OF POLITICAL ECONOMY, 1973, 81 (03) :637-654
[5]   A 2nd-order ADI finite difference method for a 2D fractional Black-Scholes equation governing European two asset option pricing [J].
Chen, Wen ;
Wang, Song .
MATHEMATICS AND COMPUTERS IN SIMULATION, 2020, 171 :279-293
[6]   ROBUST AND ACCURATE METHOD FOR THE BLACK-- SCHOLES EQUATIONS WITH PAYOFF-CONSISTENT EXTRAPOLATION [J].
Choi, Yongho ;
Jeong, Darae ;
Kim, Junseok ;
Kim, Young Rock ;
Lee, Seunggyu ;
Seo, Seungsuk ;
Yoo, Minhyun .
COMMUNICATIONS OF THE KOREAN MATHEMATICAL SOCIETY, 2015, 30 (03) :297-311
[7]   A reliable treatment of residual power series method for time-fractional Black-Scholes European option pricing equations [J].
Dubey, Ved Prakash ;
Kumar, Rajnesh ;
Kumar, Devendra .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 533
[8]   A Numerical Method for Discrete Single Barrier Option Pricing with Time-Dependent Parameters [J].
Farnoosh, Rahman ;
Rezazadeh, Hamidreza ;
Sobhani, Amirhossein ;
Beheshti, M. Hossein .
COMPUTATIONAL ECONOMICS, 2016, 48 (01) :131-145
[9]   A generalized European option pricing model with risk management [J].
Feng, Chengxiao ;
Tan, Jie ;
Jiang, Zhenyu ;
Chen, Shuang .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 545
[10]  
Friedman A., 1964, PARTIAL DIFFERENTIAL