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Fast Laplace Transform Methods for Free-Boundary Problems of Fractional Diffusion Equations

机译:分数阶扩散方程自由边界问题的快速拉普拉斯变换方法

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摘要

In this paper we develop a fast Laplace transform method for solving a class of free-boundary fractional diffusion equations arising in the American option pricing. Instead of using the time-stepping methods, we develop the Laplace transform methods for solving the free-boundary fractional diffusion equations. By approximating the free boundary, the Laplace transform is taken on a fixed space region to replace discretizing the temporal variable. The hyperbola contour integral method is exploited to restore the option values. Meanwhile, the coefficient matrix has theoretically proven to be sectorial. Therefore, the highly accurate approximation by the fast Laplace transform method is guaranteed. The numerical results confirm that the proposed method outperforms the full finite difference methods in regard to the accuracy and complexity.
机译:在本文中,我们开发了一种快速的拉普拉斯变换方法,用于求解在美国期权定价中产生的一类自由边界分数阶扩散方程。代替使用时间步长方法,我们开发了Laplace变换方法来求解自由边界分数阶扩散方程。通过近似自由边界,对固定空间区域进行拉普拉斯变换,以代替离散化时间变量。利用双曲线轮廓积分法来恢复期权价值。同时,从理论上证明系数矩阵是扇形的。因此,保证了通过快速拉普拉斯变换方法的高精度逼近。数值结果证实,该方法在准确性和复杂性方面均优于完全有限差分法。

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