A New Initialization Approach in Particle Swarm Optimization for Global Optimization Problems.
Waqas Haider BangyalAbdul HameedWael AlosaimiHashem AlyamiPublished in: Comput. Intell. Neurosci. (2021)
Keyphrases
- global optimization problems
- particle swarm optimization
- pso algorithm
- differential evolution
- test functions
- particle swarm optimization algorithm
- particle swarm optimization pso
- global optimization
- convergence speed
- global search
- multi objective
- premature convergence
- particle swarm
- swarm intelligence
- inertia weight
- particle swarm optimisation
- metaheuristic
- optimization method
- mutation operator
- k means
- genetic algorithm
- particle swarm optimizer
- ant colony optimization
- multi objective optimization
- search capabilities
- evolutionary algorithm