A convergence and diversity guided leader selection strategy for many-objective particle swarm optimization.
Lingjie LiYongfeng LiQiuzhen LinZhong MingCarlos A. Coello CoelloPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- selection strategy
- particle swarm optimization
- population diversity
- convergence speed
- multi objective evolutionary algorithms
- pso algorithm
- evolutionary algorithm
- multi objective
- cauchy mutation
- selection strategies
- genetic algorithm
- premature convergence
- differential evolution
- global optimization
- fitness function
- mutation operation
- search efficiency
- particle swarm optimization algorithm
- swarm intelligence
- selection algorithm
- particle swarm optimization pso
- particle swarm
- solution quality
- hybrid algorithm
- faster convergence
- particle swarm optimizer
- global search
- convergence rate
- sample selection
- ant colony optimization
- search capabilities
- clonal selection algorithm
- neural network
- image processing
- search algorithm
- image classification
- metaheuristic
- mutation operator
- multi objective optimization
- genetic algorithm ga