Preventing premature convergence in a PSO and EDA hybrid.
Mohammed El-AbdPublished in: IEEE Congress on Evolutionary Computation (2009)
Keyphrases
- premature convergence
- differential evolution
- pso algorithm
- particle swarm optimization pso
- particle swarm
- particle swarm optimization
- mutation operator
- genetic algorithm ga
- hybrid algorithm
- standard pso
- particle swarm optimisation
- evolutionary algorithm
- convergence speed
- mutation operation
- optimization algorithm
- particle swarm optimization algorithm
- test functions
- global search
- search capabilities
- global optima
- evolutionary programming
- solution space
- crossover and mutation
- differential evolution algorithm
- adaptive mutation
- population diversity
- estimation of distribution algorithms
- global optimization
- swarm intelligence
- multi objective
- genetic algorithm
- multi objective optimization
- convergence rate
- optimisation problems
- hybrid particle swarm optimization
- inertia weight
- modified pso algorithm
- evolutionary strategy
- optimization method
- evolution strategy
- crossover operator
- step size
- fitness function
- quantum behaved particle swarm optimization
- particle swarm optimizer
- function optimization
- evolutionary process
- multimodal functions
- ant colony optimization
- control parameters
- fitness values
- simulated annealing
- search algorithm