利用含交易成本的布莱克-斯科尔斯-默顿偏微分方程进行期权定价的数学研究

Calvince Fwaga, Wilys O. Mukuna, Levi Otanga Olwamba
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摘要

多年来,人们一直在研究期权定价估值。自 20 世纪 80 年代以来,世界市场经济体经历了巨大的资产价格波动。因此,人们一直致力于开发可靠、更准确的期权定价模型。迄今为止,布莱克-斯科尔斯-默顿模型已被证明是最强大、最重要的期权估值工具。然而,该模型关于资产定价的交易成本为零的假设会产生不准确的期权价值。本研究利用二维布莱克-斯科尔斯-默顿偏微分方程研究了交易成本对资产价格中看涨和看跌期权的影响。研究采用 Dufort-Frankel 有限差分法来近似求解描述具有边界条件的期权价值的 BSM 模型方程。仿真借助 MATLAB 软件程序完成。利用 BSMPDE 确定了两种资产价格的交易成本对期权价值的影响。研究结果表明,随着交易成本的增加,看涨和看跌期权的价值都会下降。纳入交易成本对看涨和看跌期权价值的影响以表格和图形的形式显示出来。这些结果有助于投资者根据更准确的资产定价计算可能的投资回报,也有助于政府制定控制股票交易市场价格的政策。
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Mathematical Investigation of Option Pricing using Black- Scholes-Merton Partial Differential Equation with Transaction Cost
Over the years studies have been done on option pricing valuation. The world market economies have experienced tremendous asset price uctuations since 1980s. For this reason, efforts have been directed towards developing reliable and more accurate option pricing models. Black-Scholes-Merton model has so far been proved to be the most powerful and significant tool for the valuation of an option. However, its assumption of zero transaction cost on asset pricing yields inaccurate option values. The study investigates the effects of transaction cost on call and put option of an asset price using a two-dimensional Black-Scholes-Merton partial differential equation. The Dufort-Frankel Finite Difference Method is used to approximate the solution to the BSM model equation describing the value of an option with boundary conditions. The simulation is done with the aid of MATLAB software program. The effects of incorporating transaction cost on the two assets prices on the value of an option using BSMPDE are determined. From the study, it is established that as transaction cost increases, the call and put option values decrease. The effects of incorporating transaction cost on the values of call and put option are shown in tabular form and graphically. These results are useful to the investors in computing possible returns on investment based on more accurate asset pricing and to the government on policy formulation in controlling prices in stock exchange market.  
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