Comparison of common parallel architectures for the execution of the island model and the global parallelization of evolutionary algorithms.
Steffen LimmerDietmar FeyPublished in: Concurr. Comput. Pract. Exp. (2017)
Keyphrases
- evolutionary algorithm
- island model
- parallel architectures
- parallel execution
- parallel processing
- parallel genetic algorithms
- shared memory
- parallel distributed
- multi objective
- genetic algorithm
- optimization problems
- message passing interface
- population size
- parallel genetic algorithm
- parallel computing
- genetic programming
- simulated annealing
- differential evolution
- fitness function
- massively parallel
- parallel computers
- particle swarm optimization pso
- message passing
- neural network
- parallel programming
- genetic operators
- parallel algorithm
- real time
- high end
- differential evolution algorithm
- distributed memory
- crossover operator
- parallel implementation
- dynamic programming