Differential evolution with explicit control of diversity for constrained optimization.
Gabriel VázquezCarlos SeguraPublished in: GECCO Companion (2020)
Keyphrases
- differential evolution
- constrained optimization
- constrained optimization problems
- constraint handling
- premature convergence
- evolutionary algorithm
- evolutionary strategy
- particle swarm optimization
- convergence speed
- differential evolution algorithm
- optimization algorithm
- mutation operator
- optimization method
- penalty function
- particle swarm optimization pso
- genetic algorithm
- parameter optimization
- control system
- evolution strategy
- multi objective optimization
- population diversity
- objective function
- numerical optimization problems
- unconstrained optimization
- hybrid algorithm
- global optimization problems
- multi objective evolutionary algorithms
- solving global optimization problems
- initial population
- nsga ii
- direct search
- global optimization
- crossover operator
- control parameters
- control method
- pso algorithm
- multi objective