Adaptation of population size according to current population diversity in differential evolution.
Radka PolakovaJosef TvrdíkPetr BujokPublished in: SSCI (2017)
Keyphrases
- differential evolution
- population diversity
- population size
- convergence speed
- evolutionary algorithm
- initial population
- premature convergence
- mutation operator
- particle swarm optimization
- genetic algorithm
- evolutionary strategy
- mutation rate
- crossover operator
- differential evolution algorithm
- optimization algorithm
- test functions
- crossover rate
- multi objective optimization
- mutation strategy
- particle swarm
- optimization method
- multi objective
- search capabilities
- evolution strategy
- particle swarm optimization pso
- evolutionary computation
- crossover and mutation
- hybrid algorithm
- step size
- genetic operators
- evolutionary programming
- genetic programming
- global search
- simulated annealing
- optimization problems
- pso algorithm
- learning rate
- particle swarm optimization algorithm
- fitness function
- fitness landscape
- parameter settings
- nsga ii
- genetic algorithm ga
- ant colony optimization
- global optimization
- artificial bee colony
- swarm intelligence
- computational intelligence