Particle swarm optimization almost surely finds local optima.
Manuel SchmittRolf WankaPublished in: GECCO (2013)
Keyphrases
- particle swarm optimization
- multimodal functions
- pso algorithm
- global optima
- standard particle swarm optimization
- multi objective
- global optimization
- particle swarm optimization algorithm
- evolutionary algorithm
- differential evolution
- global search
- swarm intelligence
- particle swarm
- global optimum
- optimization algorithm
- particle swarm optimizer
- evolutionary computation
- metaheuristic
- particle swarm optimization pso
- premature convergence
- optimization method
- optimization problems
- hybrid algorithm
- convergence speed
- genetic algorithm
- ant colony optimization
- fitness values
- population diversity
- candidate solutions
- optimal solution
- fitness landscape
- test functions
- function optimization
- social networks
- learning algorithm
- data structure
- neural network