- Fair sampling of ground-state configurations of binary optimization problems
2019/03/31 by Zheng Zhu, Andrew J. Ochoa, Helmut G. Katzgraber · 16 citations
Computer Science · Mathematics · Physics and Astronomy · #Binary number #Computer science #Condensed matter physics #Degenerate energy levels #Global optimization #Ground state #Heuristic #Heuristics #Hybrid Monte Carlo #Ising model #Markov chain Monte Carlo #Mathematical optimization #Mathematics #Monte Carlo method #Optimization problem #Parallel tempering #Physics #Quadratic unconstrained binary optimization #Quantum #Quantum Computing Algorithms and Architecture #Quantum Monte Carlo #Quantum annealing #Quantum computer #Quantum many-body systems #Quantum mechanics #Qubit #Simulated annealing #Spins #Statistical physics #Statistics #Theoretical and Computational Physics #cond-mat.dis-nn #quant-ph
- Continuously tempered Hamiltonian Monte Carlo
2017/04/11 by Matthew M. Graham, Graham, Matthew M., Amos J. Storkey +2 · 3 citations
Computer Science · Mathematics · #Algorithm #Artificial intelligence #Bayesian Methods and Mixture Models #Bayesian probability #Computation (stat.CO) #Computer science #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Gibbs sampling #Hybrid Monte Carlo #Importance sampling #Integrator #Markov Chains and Monte Carlo Methods #Markov chain Monte Carlo #Mathematical optimization #Mathematics #Monte Carlo method #Parallel tempering #Physics #Statistical physics #Statistics #stat.CO
- Simulated Tempering: A New Monte Carlo Scheme
1992/05/22 by Enzo Marinari, Giorgio Parisi · 1,854 citations
Mathematics · Physics and Astronomy · #Algorithm #Applied mathematics #Cluster (spacecraft) #Computer science #Energy landscape #Hybrid Monte Carlo #Ising model #Markov Chains and Monte Carlo Methods #Markov chain Monte Carlo #Materials science #Mathematical analysis #Mathematical optimization #Mathematics #Metropolis–Hastings algorithm #Monte Carlo method #Parallel tempering #Physics #Scheme (mathematics) #Simulated annealing #Statistical physics #Statistics #Stochastic processes and statistical mechanics #Tempering #Theoretical and Computational Physics #Thermodynamics #cond-mat #hep-lat #hep-ph #hep-th