Differential evolution with adaptive mechanism of population size according to current population diversity.
Radka PolákováJosef TvrdíkPetr BujokPublished in: Swarm Evol. Comput. (2019)
Keyphrases
- differential evolution
- population diversity
- crossover rate
- evolutionary algorithm
- population size
- convergence speed
- premature convergence
- initial population
- mutation operator
- differential evolution algorithm
- mutation strategy
- genetic algorithm
- particle swarm optimization
- crossover operator
- evolutionary strategy
- mutation rate
- optimization method
- test functions
- optimization algorithm
- particle swarm optimization pso
- multi objective
- multi objective optimization
- evolutionary computation
- evolution strategy
- particle swarm optimization algorithm
- fitness function
- optimization problems
- genetic programming
- global search
- parameter settings
- hybrid algorithm
- particle swarm
- simulated annealing
- genetic algorithm ga
- evolutionary programming
- artificial bee colony
- swarm intelligence
- pso algorithm
- genetic operators
- crossover and mutation
- scale factor
- particle swarm optimizer
- fitness landscape
- constrained optimization
- search efficiency
- global optimization