This paper concerns the design of a Fourier based pseudospectral numerical method for the model of European Option Pricing with transaction costs under Exponential Utility derived by Davis, Panas and Zariphopoulou. Computing the option price involves solving two stochastic optimal control problems. With a Exponential Utility function, the dimension of the problem can be reduced, but one has to deal with high absolute values in the objective function. In this paper, we propose two changes of variables that reduce the impact of the exponential growth. We propose a Fourier pseudospectral method to solve the resulting non linear equation. Numerical analysis of the stability, consistency, convergence and localization error of the method are included. Numerical experiments support the theoretical results. The effect of incorporating transaction costs is also studied.
翻译:本文涉及为Davis、Panas和Zariphoppoulou所推算的欧洲选择用途中交易成本的欧洲选择定价模型设计一种基于Fourier的假光谱数字方法。计算选项价格涉及解决两个随机最佳控制问题。如果具有集市公用事业功能,问题的范围可以缩小,但其中必须处理客观功能中高绝对值的问题。在本文件中,我们提出了两个变量的变化,以减少指数增长的影响。我们提出了一种四倍的假光谱方法,以解决由此产生的非线性等式。包括该方法稳定性、一致性、趋同性和本地化错误的数值分析。数字实验支持理论结果。还研究了纳入交易成本的影响。