MCMC with Strings and Branes: The Suburban Algorithm

Jonathan J. Heckman, Jeffrey G. Bernstein, Ben Vigoda

Motivated by the physics of strings and branes, we introduce a general suite of Markov chain Monte Carlo (MCMC) "suburban samplers" (i.e., spread out Metropolis). The suburban algo…