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

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
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
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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