An improved CUDA-based implementation of differential evolution on GPU.
A. Kai QinFederico RaimondoFlorence ForbesYew-Soon OngPublished in: GECCO (2012)
Keyphrases
- differential evolution
- parallel implementation
- evolutionary algorithm
- graphics processors
- optimization algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- optimization method
- particle swarm optimization pso
- test functions
- genetic algorithm
- evolution strategy
- hybrid algorithm
- real time
- compute unified device architecture
- numerical optimization problems
- graphics processing units
- mutation operator
- multi objective optimization
- evolutionary programming
- parallel computing
- constrained optimization problems
- parameter optimization
- graphics hardware
- gpu implementation
- adaptive differential evolution
- general purpose
- parallel computation
- parallel processing
- artificial bee colony
- solving global optimization problems
- function optimization problems
- global optimization problems
- optimization problems
- crossover operator
- direct search
- real coded
- evolutionary computation
- evolutionary strategy
- multi objective
- initial population