Sure - but that's not what the OP is referring to. There is no "sync" step in multiple parallel chains, unlike particle swarm & genetic algorithms. MCMC is als

Sure - but that's not what the OP is referring to. There is no "sync" step in multiple parallel chains, unlike particle swarm & genetic algorithms. MCMC is also used for finding MAP solutions, an operation which is strictly less difficult than computing the partition function.