Algorithm for replica redistribution in an implementation of the population annealing method on a hybrid supercomputer architecture.
Alexander RusskovRoman ChulkevichLev N. ShchurPublished in: Comput. Phys. Commun. (2021)
Keyphrases
- computational cost
- preprocessing
- cost function
- detection algorithm
- detection method
- high accuracy
- objective function
- improved algorithm
- experimental evaluation
- optimization algorithm
- synthetic and real images
- clustering method
- dynamic programming
- segmentation algorithm
- computationally efficient
- computational complexity
- experimental study
- significant improvement
- matching algorithm
- segmentation method
- computational efficiency
- high efficiency
- parallel implementation
- estimation algorithm
- support vector machine svm
- recognition algorithm
- input data
- optimization method
- k means
- classification method
- parallel genetic algorithm
- convergence rate
- reconstruction method
- classification algorithm
- em algorithm
- theoretical analysis
- learning algorithm
- probabilistic model
- simulated annealing
- energy function
- mathematical model
- tree structure
- hybrid algorithm
- selection algorithm
- expectation maximization
- search space
- metaheuristic
- combinatorial optimization
- hardware implementation
- massively parallel
- similarity measure
- single pass