Understanding the Limitations of Particle Swarm Algorithm for Dynamic Optimization Tasks: A Survey Towards the Singularity of PSO for Swarm Robotic Applications.
Dada Emmanuel GbengaEffirul Ikhwan RamlanPublished in: ACM Comput. Surv. (2016)
Keyphrases
- particle swarm algorithm
- particle swarm
- dynamic optimization
- particle swarm optimization
- particle swarm optimisation
- nature inspired
- pso algorithm
- swarm intelligence
- particle swarm optimization algorithm
- hybrid algorithm
- particle swarm optimization pso
- premature convergence
- optimisation problems
- optimization method
- multi swarm
- optimization methods
- evolutionary algorithm
- multi objective
- differential evolution
- fitness function
- convergence speed
- optimization algorithm
- global optimization
- genetic algorithm
- inertia weight
- faster convergence
- particle swarm optimizer
- multiobjective optimization
- optimization scheme
- ant colony optimization
- metaheuristic
- job shop scheduling problem
- genetic programming