The importance of being constrained: dealing with infeasible solutions in Differential Evolution and beyond.
Anna V. KononovaDiederick VermettenFabio CaraffiniMadalina-A. MitranDaniela ZahariePublished in: CoRR (2022)
Keyphrases
- differential evolution
- infeasible solutions
- evolution strategy
- evolutionary algorithm
- genetic algorithm
- differential evolution algorithm
- convergence speed
- optimization algorithm
- nsga ii
- mutation operator
- optimization method
- particle swarm optimization
- particle swarm optimization pso
- multidimensional knapsack problem
- evolutionary strategy
- multi objective optimization
- parameter optimization
- feasible solution
- crossover operator
- benchmark problems
- global optimization problems
- optimization problems
- multi objective
- continuous domains
- computational efficiency
- cost function
- objective function