Combining Particle Swarm Optimizer with SQP Local Search for Constrained Optimization Problems.
Carwyn PelleyMauro Sebastián InnocenteJohann SienzPublished in: CoRR (2021)
Keyphrases
- particle swarm optimizer
- constrained optimization problems
- particle swarm optimization
- global search
- differential evolution
- constraint handling
- convergence speed
- constrained optimization
- augmented lagrangian
- global optimization
- particle swarm optimization algorithm
- evolutionary algorithm
- global convergence
- multi objective
- adaptive strategies
- optimization problems
- pso algorithm
- genetic algorithm
- particle swarm optimization pso
- hybrid algorithm
- particle swarm
- evolution strategy
- premature convergence
- penalty function
- optimization method
- swarm intelligence
- sequential quadratic programming
- multi swarm
- mutation operator
- test functions
- fitness function
- equality constraints
- search space
- variable weighting
- ant colony optimization
- simulated annealing
- search algorithm
- combinatorial optimization
- computational intelligence
- tabu search
- metaheuristic
- optimization algorithm
- objective function