An empirical study on the search directions of differential evolution.
Kazuaki MasudaHirofumi YokotaKenzo KuriharaPublished in: IEEE Congress on Evolutionary Computation (2011)
Keyphrases
- differential evolution
- solving global optimization problems
- evolutionary algorithm
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- optimization algorithm
- search algorithm
- optimization method
- particle swarm optimization pso
- search space
- test functions
- mutation operator
- evolution strategy
- multi objective
- global search
- direct search
- multi objective optimization
- genetic algorithm
- constrained optimization problems
- hybrid algorithm
- premature convergence
- function optimization problems
- parameter optimization
- numerical optimization problems
- solution space
- evolutionary programming
- evolution process
- genetic programming
- particle swarm
- global optimization problems
- search efficiency
- artificial bee colony
- harmony search
- evolutionary search