Robust option pricing
We propose a non-probabilistic approach to model the stock price dynamics. We model heavy tails, and autocorrelation, etc. using these uncertainty sets. We use robust optimization to solve high-dimensional option pricing problems. Unlike DP, our approach scales polynomially with the dimension of the option. We model the implied volatility smile observed in market.
option pricing robust optimization volatility smile american option