INTERACTING MARKOV CHAIN MONTE CARLO METHODS FOR SOLVING NONLINEAR MEASURE-VALUED EQUATIONS

We present a new class of interacting Markov chain Monte Carlo algorithms for solving numerically discrete-time measure-valued equations. The associated stochastic processes belong to the class of self-interacting Markov chains. In contrast to traditional Markov chains, their time evolutions depend...

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Bibliographic Details
Main Authors: Del Moral, P, Doucet, A
Format: Journal article
Language:English
Published: 2010