Empirical study of particle swarm optimizer with an increasing inertia weight.
Yongling ZhengLonghua MaLiyan ZhangJi-xin QianPublished in: IEEE Congress on Evolutionary Computation (2003)
Keyphrases
- empirical studies
- particle swarm optimizer
- particle swarm optimization
- inertia weight
- standard pso
- pso algorithm
- particle swarm optimization algorithm
- adaptive strategies
- particle swarm optimization pso
- global optimization
- empirical analysis
- real world data sets
- multi objective
- adaptive particle swarm optimization
- multi swarm
- dynamic adaptation
- particle swarm
- convergence speed
- swarm intelligence
- ant colony optimization
- genetic algorithm
- differential evolution
- variable weighting
- uci datasets
- metaheuristic
- chaotic map
- evolutionary algorithm
- data sets
- fitness landscape
- non stationary
- dimensionality reduction