Positivity-preserving truncated Euler-Maruyama method for generalised Ait-Sahalia-type interest model

被引:4
|
作者
Deng, Shounian [1 ,2 ]
Fei, Chen [3 ]
Fei, Weiyin [1 ,2 ]
Mao, Xuerong [4 ]
机构
[1] Anhui Polytech Univ, Minist Educ, Key Lab Adv Percept & Intelligent Control High End, Wuhu 241000, Peoples R China
[2] Anhui Polytech Univ, Sch Math Phys & Finance, Wuhu 241000, Peoples R China
[3] Univ Shanghai Sci & Technol, Business Sch, Shanghai 200093, Peoples R China
[4] Univ Strathclyde, Dept Math & Stat, Glasgow G1 1XH, Scotland
基金
中国国家自然科学基金;
关键词
Truncated EM method; Strong convergence order; Positivity preservation; Ait-Sahalia model; CONVERGENCE; SDES; SCHEME;
D O I
10.1007/s10543-023-01000-x
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The well-known Ait-Sahalia-type interest model, arising in mathematical finance, has some typical features: polynomial drift that blows up at the origin, highly nonlinear diffusion, and positive solution. The known explicit numerical methods including truncated/tamed Euler-Maruyama (EM) applied to it do not preserve its positivity. The main interest of this work is to investigate the numerical conservation of positivity of the solution of generalised Ait-Sahalia-type model. By modifying the truncated EM method to generate positive sequences of numerical approximations, we obtain the rate of convergence of the numerical algorithm not only at time T but also over the time interval [0, T]. Numerical experiments confirm the theoretical results.
引用
收藏
页数:29
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