GPU-based single-cluster algorithm for the simulation of the Ising model.
Yukihiro KomuraYutaka OkabePublished in: J. Comput. Phys. (2012)
Keyphrases
- mathematical model
- probabilistic model
- theoretical analysis
- recognition algorithm
- objective function
- algorithm employs
- cost function
- analytical model
- final result
- estimation algorithm
- em algorithm
- times faster
- energy function
- optimal solution
- preprocessing
- simulation model
- worst case
- classification algorithm
- np hard
- optimization model
- parameter estimation
- parallel implementation
- k means
- hierarchical structure
- selection algorithm
- similarity measure
- simulation study
- data clustering
- input data
- maximum likelihood estimation
- learning algorithm
- clustering framework
- bayesian framework
- optimization method
- closed form
- clustering method
- search space
- clustering algorithm
- neural network
- matching algorithm
- subspace clustering
- detection algorithm
- graph cuts
- probability distribution
- fuzzy c means clustering algorithm