赫斯顿随机波动模型下欧式连续发电期权的建模与定价:PDE方法

IF 2.1 3区 数学 Q1 MATHEMATICS, APPLIED
Nasrin Ebadi, Hosein Azari
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引用次数: 0

摘要

分期期权,作为路径相关的或有债权,涉及离散地或连续地分期支付保费,而不是在购买时一次性支付。本文将PDE方法应用于欧洲连续分期付款期权的定价,并考虑了标的资产动态的Heston随机波动率模型。利用二维有限元法证明了定价问题弱解的存在唯一性。由于分期付款有继续或停止支付的灵活性,分期付款期权定价可以建模为最优停止时间问题。将该问题化为等效自由边界问题,然后化为线性互补问题(LCP)。我们将得到的LCP写成变分不等式的形式,并使用有限元方法进行离散化。然后利用投影逐次过松弛迭代法求解与时间相关的lcp。最后,我们实现了我们的数值方法。数值结果验证了所提数值方法的有效性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and Pricing European-Style Continuous-Installment Option Under the Heston Stochastic Volatility Model: A PDE Approach

Installment options, as path-dependent contingent claims, involve paying the premium discretely or continuously in installments, rather than as a lump sum at the time of purchase. In this paper, we applied the PDE approach to price European continuous-installment option and consider Heston stochastic volatility model for the dynamics of the underlying asset. We proved the existence and uniqueness of the weak solution for our pricing problem based on the two-dimensional finite element method. Due to the flexibility to continue or stop paying installments, installment options pricing can be modeled as an optimal stopping time problem. This problem is formulated as an equivalent free boundary problem and then as a linear complementarity problem (LCP). We wrote the resulted LCP in the form of a variational inequality and used the finite element method for the discretization. Then the resulting time-dependent LCPs are solved by using a projected successive over relaxation iteration method. Finally, we implemented our numerical method. The numerical results verified the efficiency and accuracy of the proposed numerical method.

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来源期刊
CiteScore
4.90
自引率
6.90%
发文量
798
审稿时长
6 months
期刊介绍: Mathematical Methods in the Applied Sciences publishes papers dealing with new mathematical methods for the consideration of linear and non-linear, direct and inverse problems for physical relevant processes over time- and space- varying media under certain initial, boundary, transition conditions etc. Papers dealing with biomathematical content, population dynamics and network problems are most welcome. Mathematical Methods in the Applied Sciences is an interdisciplinary journal: therefore, all manuscripts must be written to be accessible to a broad scientific but mathematically advanced audience. All papers must contain carefully written introduction and conclusion sections, which should include a clear exposition of the underlying scientific problem, a summary of the mathematical results and the tools used in deriving the results. Furthermore, the scientific importance of the manuscript and its conclusions should be made clear. Papers dealing with numerical processes or which contain only the application of well established methods will not be accepted. Because of the broad scope of the journal, authors should minimize the use of technical jargon from their subfield in order to increase the accessibility of their paper and appeal to a wider readership. If technical terms are necessary, authors should define them clearly so that the main ideas are understandable also to readers not working in the same subfield.
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