Delayed rejection schemes for efficient Markov-Chain Monte-Carlo sampling of multimodal distributions

Miquel Trias, Alberto Vecchio, John Veitch

A number of problems in a variety of fields are characterised by target distributions with a multimodal structure in which the presence of several isolated local maxima dramaticall…