Anytime parallel tempering
Sign Up to like & getrecommendations! Published in 2021 at "Statistics and Computing"
DOI: 10.1007/s11222-021-10048-0
Abstract: Developing efficient MCMC algorithms is indispensable in Bayesian inference. In parallel tempering, multiple interacting MCMC chains run to more efficiently explore the state space and improve performance. The multiple chains advance independently through local moves,… read more here.
Keywords: parallel tempering; local moves; methodology; time ... See more keywords
Integration of Simulated Quantum Annealing in Parallel Tempering and Population Annealing for Heterogeneous-Profile QUBO Exploration
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DOI: 10.1109/access.2023.3260765
Abstract: Simulated Quantum Annealing (SQA) is a heuristic algorithm which can solve Quadratic Unconstrained Binary Optimization (QUBO) problems by emulating the exploration of the solution space done by a quantum annealer. It mimics the quantum superposition… read more here.
Keywords: population annealing; parallel tempering; quantum annealing; tempering population ... See more keywords
Thermodynamic Signatures of Structural Transitions and Dissociation of Charged Colloidal Clusters: A Parallel Tempering Monte Carlo Study
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DOI: 10.3390/molecules27082581
Abstract: Computational simulation of colloidal systems make use of empirical interaction potentials that are founded in well-established theory. In this work, we have performed parallel tempering Monte Carlo (PTMC) simulations to calculate heat capacity and to… read more here.
Keywords: transitions dissociation; parallel tempering; monte carlo; structural transitions ... See more keywords