Differential Evolution on a GPGPU: The Influence of Parameters on Speedup and the Quality of Solutions.
Omar Andrés Carmona CortesMônica Sakuray PaisFilipo Novo MorAndrew Rau-ChaplinCésar Augusto Missio MarconPublished in: IPDPS Workshops (2015)
Keyphrases
- differential evolution
- evolutionary algorithm
- parameter optimization
- differential evolution algorithm
- evolutionary strategy
- initial population
- optimization algorithm
- particle swarm optimization
- convergence speed
- test functions
- mutation operator
- particle swarm optimization pso
- multi objective optimization problems
- multi objective problems
- optimization method
- genetic algorithm
- numerical optimization problems
- multi objective evolutionary algorithms
- evolution strategy
- constrained optimization problems
- direct search
- multi objective optimization
- premature convergence
- parameter values
- multi objective
- control parameters
- particle swarm
- genetic programming
- simulated annealing
- evolutionary programming
- artificial bee colony
- function optimization problems
- parameter estimation
- maximum likelihood
- optimal solution
- crossover rate
- harmony search
- crossover operator
- parameter settings
- hybrid algorithm
- solution space