A Stigmergy-Based Island Model for Dynamic Evaluation of Constraint-Handling Techniques and Differential Evolution Algorithms.
Grasiele Regina DuarteBeatriz Souza Leite Pires de LimaAfonso Celso de Castro LemongePublished in: IEEE Trans. Evol. Comput. (2023)
Keyphrases
- differential evolution
- constraint handling
- constrained optimization problems
- evolution strategy
- test functions
- particle swarm optimization
- evolutionary algorithm
- convergence speed
- global optimization problems
- hybrid algorithm
- optimization problems
- constrained optimization
- genetic algorithm
- optimization algorithm
- evolutionary strategy
- differential evolution algorithm
- particle swarm optimization pso
- artificial bee colony
- parameter optimization
- evolutionary programming
- premature convergence
- particle swarm optimization algorithm
- multi objective optimization
- penalty function
- particle swarm
- mutation operator
- benchmark problems
- neural network
- computational intelligence
- island model
- parameter settings