A league-knock-out tournament quantum particle swarm optimization algorithm for nonlinear constrained optimization problems and applications.
Goutam MandalNirmal KumarAvijit DuaryAli Akbar ShaikhAsoke Kumar BhuniaPublished in: Evol. Syst. (2023)
Keyphrases
- particle swarm optimization algorithm
- constrained optimization problems
- differential evolution
- convergence speed
- quantum particle swarm optimization
- particle swarm optimization
- global convergence
- constraint handling
- constrained optimization
- particle swarm
- evolutionary algorithm
- augmented lagrangian
- optimization problems
- penalty function
- pso algorithm
- global search
- round robin tournament
- genetic algorithm
- quantum evolutionary algorithm
- optimization algorithm
- equality constraints
- test functions
- inertia weight
- crossover operator
- multi objective
- optimization method
- multilevel thresholding
- fitness function
- quantum inspired evolutionary algorithm
- premature convergence
- global optimization
- evolution strategy
- step size
- multi objective optimization
- search capabilities
- swarm intelligence
- metaheuristic
- integer programming
- optimization methods
- convergence rate