An integrated particle swarm optimization approach hybridizing a new self-adaptive particle swarm optimization with a modified differential evolution.
Biwei TangKui XiangMuye PangPublished in: Neural Comput. Appl. (2020)
Keyphrases
- particle swarm optimization
- differential evolution
- pso algorithm
- convergence speed
- particle swarm optimization pso
- differential evolution algorithm
- test functions
- harmony search
- mutation operator
- global optimization
- hybrid algorithm
- particle swarm optimization algorithm
- multi objective
- particle swarm
- optimization method
- constrained optimization problems
- ant colony optimization
- swarm intelligence
- metaheuristic
- evolutionary algorithm
- premature convergence
- genetic algorithm
- direct search
- neural network
- multi objective optimization
- evolutionary programming
- particle swarm optimizer
- evolution strategy
- evolutionary strategy
- inertia weight
- global search
- optimization algorithm
- numerical optimization problems
- crossover operator
- real coded
- biogeography based optimization
- opposition based learning
- solving global optimization problems
- function optimization problems
- multi objective problems
- population diversity
- parameter optimization
- pid controller