Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed.
Álvaro FialhoMarc SchoenauerMichèle SebagPublished in: GECCO (Companion) (2010)
Keyphrases
- differential evolution
- evolutionary algorithm
- genetic algorithm
- crossover and mutation
- premature convergence
- evolutionary strategy
- mutation operator
- evolution process
- selection strategy
- convergence speed
- crossover rate
- differential evolution algorithm
- particle swarm optimization
- optimization algorithm
- selection operator
- population diversity
- optimization method
- test functions
- fitness function
- multi objective optimization
- particle swarm optimization pso
- hybrid algorithm
- multi objective
- evolution strategy
- global optimization problems
- numerical optimization problems
- optimization problems
- constrained optimization problems
- particle swarm
- evolutionary computation
- evolutionary programming
- genetic programming
- real coded
- multi armed bandit
- direct search
- parameter optimization
- model selection
- harmony search
- function optimization problems
- solving global optimization problems
- artificial bee colony
- initial population
- genetic operators
- crossover operator
- pso algorithm
- feature selection
- function optimization
- population size
- evolutionary process
- global search