Learning the Black-Scholes Formula via Support Vector Machines

摘要

Discuss the application of Support Vector Machines and kernel methods in financial data nonlinear processing, research the performances of pricing via Support Vector Machines, and show that Support Vector Machines can recover the Black-Scholes formula with equal accuracy, thus achieve a nonparametric methods for estimating the Black-Scholes formula.