Option pricing: Capturing the smile - Since the discovery that traditional calibration methods fail to capture the dynamics of the smile, new approaches based on mixtures or ensembles of models have been developed. The authors present a variant of this approach that can be used to simultaneously calibrate European-style and barrier options, as well as cliquets.