On the premature convergence of particle swarm optimization.
Rie B. LarsenJérôme JouffroyBenny LassenPublished in: ECC (2016)
Keyphrases
- premature convergence
- particle swarm optimization
- pso algorithm
- particle swarm
- differential evolution
- global search
- hybrid algorithm
- convergence speed
- particle swarm optimization algorithm
- particle swarm optimization pso
- global optimization
- multi objective
- population diversity
- global optima
- mutation operator
- particle swarm optimisation
- crossover and mutation
- standard pso
- mutation operation
- evolutionary programming
- adaptive mutation
- inertia weight
- metaheuristic
- search capabilities
- test functions
- genetic algorithm ga
- particle swarm optimizer
- multimodal functions
- swarm intelligence
- clonal selection
- evolutionary search
- genetic algorithm
- differential evolution algorithm
- ant colony optimization
- optimization algorithm
- fitness values
- neural network
- genetic operators
- evolution strategy
- optimization method
- evolutionary algorithm
- computational complexity