Uniqueness, stability and numerical methods for the inverse problem that arises in financial markets

Market prices of financial derivatives such as options are directly observable. This information can be used to recover an unobservable local volatility function for the underlying stochastic process. We give a rigorous mathematical formulation of this inverse problem, provide available uniqueness and stability results using the dual equation and review various approaches to the numerical solution.