广义ait - sahalia型利息模型的保正截断Euler-Maruyama方法

IF 1.6 3区 数学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Shounian Deng, Chen Fei, Weiyin Fei, Xuerong Mao
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引用次数: 0

摘要

在数学金融领域出现的著名的ait - sahalia型利息模型具有在原点爆炸的多项式漂移、高度非线性扩散和正解等典型特征。已知的显式数值方法(包括截断/驯化Euler-Maruyama (EM))不能保持其正性。本文主要研究广义ait - sahalia型模型解正性的数值守恒性。通过修改截断的EM方法生成数值逼近的正序列,我们得到了数值算法不仅在时刻T而且在时间区间[0,T]上的收敛速度。数值实验证实了理论结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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.

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来源期刊
BIT Numerical Mathematics
BIT Numerical Mathematics 数学-计算机:软件工程
CiteScore
2.90
自引率
0.00%
发文量
38
审稿时长
6 months
期刊介绍: The journal BIT has been published since 1961. BIT publishes original research papers in the rapidly developing field of numerical analysis. The essential areas covered by BIT are development and analysis of numerical methods as well as the design and use of algorithms for scientific computing. Topics emphasized by BIT include numerical methods in approximation, linear algebra, and ordinary and partial differential equations.
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