Non-linear Markov Chain Monte Carlo Christophe Andrieu, Ajay Jasra, Arnaud Doucet and Pierre Del Moral ESAIM: Proc., 19 (2007) 79-84 Published online: 30 October 2007 DOI: 10.1051/proc:071911