Particle swarm optimization almost surely finds local optima.
Manuel SchmittRolf WankaPublished in: Theor. Comput. Sci. (2015)
Keyphrases
- particle swarm optimization
- multimodal functions
- pso algorithm
- multi objective
- standard particle swarm optimization
- global optimization
- global optima
- optimization algorithm
- particle swarm optimization pso
- particle swarm optimization algorithm
- evolutionary algorithm
- optimal solution
- swarm intelligence
- particle swarm optimizer
- particle swarm
- convergence speed
- differential evolution
- hybrid algorithm
- global search
- premature convergence
- genetic algorithm
- ant colony optimization
- metaheuristic
- optimization problems
- special case
- neural network
- shuffled frog leaping algorithm
- global optimum
- genetic programming
- graphical models
- inertia weight
- data structure
- fitness landscape
- image processing