Using Smart Sampling to Discover Promising Regions and Increase the Efficiency of Differential Evolution.
Vinícius Veloso de MeloAlexandre C. B. DelbemPublished in: ISDA (2009)
Keyphrases
- differential evolution
- evolutionary algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- optimization algorithm
- test functions
- particle swarm optimization pso
- genetic algorithm
- optimization method
- mutation operator
- constrained optimization problems
- evolutionary programming
- hybrid algorithm
- premature convergence
- global optimization problems
- function optimization problems
- evolution strategy
- solving global optimization problems
- multi objective optimization
- numerical optimization problems
- artificial bee colony
- adaptive differential evolution
- parameter optimization
- parameter space
- multi objective
- direct search
- multi objective optimization problems
- particle swarm
- biogeography based optimization
- optimization problems
- real coded
- sample size
- genetic programming
- evolutionary strategy
- random sampling
- neural network