Reversible-jump: This method is a variant of the Metropolis-Hastings algorithm that allows proposals that change the dimensionality of the space [REF].
Unlike most of the current MCMC methods that ignore the previous trials, using a new algorithm the MCMC algorithm is able to use the previous steps and generate the next candidate.