期权定价Black-Scholes方程的数值逼近

Onugu, Christain, D. Iyai, A. U. Uchenna
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引用次数: 0

摘要

本文考虑了面向求解解析解和数值解的欧式期权的概念。特别地,我们使用Crank-Nicolson有限差分方法检验了Black-Scholes闭形式解和修正Black-Scholes (MBS)偏微分方程。对这些偏微分方程进行近似,得到看涨期权和看跌期权的价格。这两种期权的显式价格是相应的。数值解与Black-Scholes公式的封闭形式价格进行了比较。此外,为了投资计划的目的,还讨论了其他参数的比较。计算结果表明:股票波动率的增加增加了期权的价值,当股票初始价格等于其执行价格时,看涨期权的价值高于看跌期权的价值。这告知投资者有关股票价格的行为,以便做出决策。最后,用MATLAB图形化地展示了所有仿真结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Numerical Approximation on Black-Scholes Equation of Option Pricing
This paper considered the notion of European option which is geared towards solving analytical and numerical solutions. In particular, we examined the Black-Scholes closed form solution and modified Black-Scholes (MBS) partial differential equation using Crank-Nicolson finite difference method. These partial differential equations were approximated to obtain Call and Put option prices. The explicit price of both options is found accordingly. The numerical solutions were compared to the closed form prices of Black-Scholes formula. More so, comparisons of other parameters were discussed for the purpose of investment plans. The computational results shows: increase in stock volatility increases the value of options, when the initial stock price is equal to its strike price the values of call option is higher than the put option. This informs the investor about the behavior of stock prices for the purpose of decision making.  Finally, all simulation results presented graphically using MATLAB.
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