Black-Scholes模型下美式期权定价的单位分割有限元方法

Zaineb El kharrazi, Nouh Izem, Mustapha Malek, S. Saoud
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引用次数: 2

摘要

摘要在本文中,我们提出了一种智能组合的单位分割(PU)和有限元(FE)方法来评估由Black-Scholes(BS)模型控制的美式期权定价问题。该模型基于偏微分方程(PDE),从中可以推导出Black-Scholes公式,该公式使用当前股价、预期股息、期权执行价格、预期利率、到期时间和预期波动率给出了期权的理论估计值。尽管有限元法(FEM)似乎是定价选项的替代工具,文献中报道了一些应用,但这种被称为单位划分有限元法的组合似乎提供了许多所需的特性。所提出的方法的主要优点是,它能够通过在有限元空间中调整合并的特定富集类来局部细化解,而不是为所研究的问题生成新的精细网格。数值计算表明,实现固定精度所需的自由度大大减少,这证实了所使用的PUFE方法是非常有效的,并且比传统的FE方法具有更好的精度。
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A Partition of unity finite element method for valuation American option under Black-Scholes model
Abstract In this paper, we present an intelligent combination of partition of unity (PU) and finite element (FE) methods for valuing American option pricing problems governed by the Black-Scholes (BS) model. The model is based on a partial differential equation (PDE) from which one can deduce the Black-Scholes formula, which gives a theoretical estimated value of options using current stock prices, expected dividends, the option’s strike price, expected interest rates, time to expiration and expected volatility. Although the finite element method (FEM) seems to be an alternative tool for pricing options with a few applications reported in the literature, this combination called the Partition of Unity Finite Element Method (PUFEM) appears to offer many of the desired properties. The main advantage of the proposed approach is its ability to locally refine the solution by adapting an incorporated specific class of enrichment in the finite element space instead of generating a new fine mesh for the problem under study. Numerical computations are carried out to show a huge reduction in the number of degrees of freedom required to achieve a fixed accuracy which confirms that the PUFE method used is very efficient and gives better accuracy than the conventional FE method.
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来源期刊
Moroccan Journal of Pure and Applied Analysis
Moroccan Journal of Pure and Applied Analysis Mathematics-Numerical Analysis
CiteScore
1.60
自引率
0.00%
发文量
27
审稿时长
8 weeks
期刊最新文献
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