Sequential monte carlo samplers

Physics – Condensed Matter

Scientific paper

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Scientific paper

This paper shows how one can use Sequential Monte Carlo methods to perform
what is typically done using Markov chain Monte Carlo methods. This leads to a
general class of principled integration and genetic type optimization methods
based on interacting particle systems.

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