Volatility calibration with American options

Abstract

In this article we present a new algorithm for the computation of American options and a least-square approach for the calibration of the volatility with market data for these. Optimal control methods are applied and differentiability of American option with respect to volatility is studied. Strike-Sensitivity versus time and price of an American put option computed with the algorithm presented in the paper. The sensitivity is computed by automatic differentiation.