Extended finite similitude and dimensional analysis for scaling

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-10-25 DOI:10.1007/s10665-023-10296-1
Keith Davey, Raul Ochoa-Cabrero
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Abstract

Abstract The theory of scaling called finite similitude does not involve dimensional analysis and is founded on a transport-equation approach that is applicable to all of classical physics. It features a countable infinite number of similitude rules and has recently been extended to other types of governing equations (e.g., differential, variational) by the introduction of a scaling space $$\Omega _{\beta }$$ Ω β , within which all physical quantities are deemed dependent on a single dimensional parameter $$\beta $$ β . The theory is presently limited to physical applications but the focus of this paper is its extension to other quantitative-based theories such as finance. This is achieved by connecting it to an extended form of dimensional analysis, where changes in any quantity can be associated with curves projected onto a dimensional Lie group. It is shown in the paper how differential similitude identities arising out of the finite similitude theory are universal in the sense they can be formed and applied to any quantitative-based theory. In order to illustrate its applicability outside physics the Black-Scholes equation for option valuation in finance is considered since this equation is recognised to be similar in form to an equation from thermal physics. It is demonstrated that the theory of finite similitude can be applied to the Black-Scholes equation and more widely can be used to assess observed size effects in portfolio performance.

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尺度的扩展有限相似和量纲分析
被称为有限相似的标度理论不涉及量纲分析,它建立在一个适用于所有经典物理的输运方程方法上。它具有可计数的无限数量的相似规则,并且最近通过引入缩放空间$$\Omega _{\beta }$$ Ω β扩展到其他类型的控制方程(例如,微分,变分),其中所有物理量被认为依赖于单维参数$$\beta $$ β。该理论目前仅限于物理应用,但本文的重点是将其扩展到其他以定量为基础的理论,如金融。这是通过将其连接到量纲分析的扩展形式来实现的,其中任何数量的变化都可以与投影到量纲李群上的曲线相关联。本文证明了由有限相似理论产生的微分相似恒等式具有普适性,即它们可以形成并应用于任何基于数量的理论。为了说明其在物理学之外的适用性,我们考虑了金融学中期权估值的Black-Scholes方程,因为该方程被认为在形式上与热物理学中的方程相似。研究表明,有限相似理论可以应用于Black-Scholes方程,并可以更广泛地用于评估观察到的投资组合绩效中的规模效应。
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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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