Experimental Study on Boundary Constraints Handling in Particle Swarm Optimization: From Population Diversity Perspective.
Shi ChengYuhui ShiQuande QinPublished in: Int. J. Swarm Intell. Res. (2011)
Keyphrases
- experimental study
- population diversity
- particle swarm optimization
- evolutionary algorithm
- convergence speed
- search efficiency
- pso algorithm
- solution quality
- multi objective
- crossover operator
- particle swarm optimization algorithm
- differential evolution
- global optimization
- evolutionary strategy
- accelerate the convergence speed
- genetic algorithm ga
- ant colony optimization
- genetic algorithm
- particle swarm optimization pso
- optimization problems
- mutation operator
- particle swarm
- premature convergence
- particle swarm optimizer
- search capabilities
- swarm intelligence
- inertia weight
- roulette wheel selection
- hybrid algorithm
- global search
- metaheuristic
- simulated annealing
- synthetic datasets
- neural network
- optimization algorithm
- selection operator
- information retrieval