基于快速傅里叶变换的电力期权定价

S. N. Ibrahim, J. O'Hara, N. Constantinou
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引用次数: 4

摘要

期权世界的基础是欧式期权,许多文献都致力于扩展欧式期权,以创建许多新的奇异期权,包括一些具有非线性收益的期权。本文采用布莱克-斯科尔斯框架下的风险中性定价方法,研究了恒定波动动态下的欧式电力期权定价问题。除了应用封闭形式的解决方案外,我们还使用快速傅里叶变换(FFT)技术对功率期权进行定价,这需要功率期权的分析特征函数。然后将所得近似与蒙特卡罗模拟等其他数值方法进行比较,结果显示出有希望的结果,并证明了FFT技术的效率,因为它可以计算整个执行价格范围的期权价格。此外,我们还证明了权力看涨期权与权力看跌期权之间存在一种类似于普通期权的看跌期权宇称关系。我们还发现了标的资产与电力合约之间的转换,使我们能够从普通期权中得到电力期权的定价公式,并简化了电力期权的希腊文。除了由封闭解导出的希腊式外,我们还使用从特征函数得到的定价公式来表示希腊式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power option pricing via Fast Fourier Transform
The basis of the option universe has been the European option, and much literature has been devoted to the extension of this option to create many new exotic options, including some with nonlinear payoffs. In this work, we study a European-style power option pricing, under a constant volatility dynamics, using the risk-neutral valuation within the Black-Scholes framework. Apart from applying the closed-form solution, we price the power option using the Fast Fourier Transform (FFT) technique which requires an analytical characteristic function of the power option. The resulting approximations are then compared with other numerical methods such as the Monte Carlo simulations, which show promising results and demonstrate the efficiency of the FFT technique as it can compute option prices for a whole range of strike prices. Besides, we show that there exists a relationship between the power call option and the power put option that is similar to the put-call parity relationship of vanilla options. We also find a transformation between the underlying asset and the power contract which enables us to obtain the pricing formulas of the power options from the vanilla options, as well as simplify the Greeks for power options. In addition to the Greeks derived from the closed-form solution, we present the Greeks using the pricing formula obtained from a characteristic function.
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