Randomness Selection in Differential Evolution Using Thompson Sampling.
Akira NotsuJunya TsubamotoYuichi MiyahiraSeiki UbukataKatsuhiro HondaPublished in: SCIS/ISIS (2020)
Keyphrases
- differential evolution
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- test functions
- particle swarm optimization
- convergence speed
- particle swarm optimization pso
- optimization method
- mutation operator
- hybrid algorithm
- genetic algorithm
- constrained optimization problems
- evolution strategy
- premature convergence
- multi objective optimization
- parameter optimization
- crossover operator
- artificial bee colony
- direct search
- selection operator
- global optimization problems
- function optimization problems
- numerical optimization problems
- particle swarm
- evolutionary programming
- biogeography based optimization
- adaptive differential evolution
- sample size
- scale factor
- multi objective optimization problems