金融领域三维HCIR PDE的改进计算方案

Pub Date : 2019-12-01 DOI:10.2478/auom-2019-0042
F. Soleymani, A. Akgül, E. Akgül
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引用次数: 7

摘要

摘要本研究的目的是通过采用非均匀离散化并将有限差分(FD)加权系数集合到微分矩阵中来计算三维(3D) Heston - Cox-Ingersoll-Ross (HCIR)时相关偏微分方程(PDE)。实际上,采用三维计算域的非均匀离散化来实现所有空间变量的二阶精度。在什么条件下提议的程序是稳定的。这种稳定性界在求解该模型的文献中是新颖的。本文进行了几个金融实验,并计算了套期保值量Delta和Gamma。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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On an improved computational solution for the 3D HCIR PDE in finance
Abstract The aim of this work is to tackle the three–dimensional (3D) Heston– Cox–Ingersoll–Ross (HCIR) time–dependent partial differential equation (PDE) computationally by employing a non–uniform discretization and gathering the finite difference (FD) weighting coe cients into differentiation matrices. In fact, a non–uniform discretization of the 3D computational domain is employed to achieve the second–order of accuracy for all the spatial variables. It is contributed that under what conditions the proposed procedure is stable. This stability bound is novel in literature for solving this model. Several financial experiments are worked out along with computation of the hedging quantities Delta and Gamma.
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