Advances in Applied Probability
Improved Metropolis–Hastings algorithms via landscape modification with applications to simulated annealing and the Curie–Weiss model
In this paper, we propose new Metropolis–Hastings and simulated annealing algorithms on a finite state space via modifying the energy landscape. The core idea of landscape modification rests on introducing a parameter c, such that the landscape is modi…