Patterns of Convergence and Bound Constraint Violation in Differential Evolution on SBOX-COST Benchmarking Suite.
Madalina-Andreea MitranAnna V. KononovaFabio CaraffiniDaniela ZahariePublished in: GECCO Companion (2023)
Keyphrases
- differential evolution
- convergence speed
- evolutionary algorithm
- optimization algorithm
- constraint violations
- particle swarm optimization
- differential evolution algorithm
- test functions
- optimization method
- particle swarm optimization pso
- constrained optimization problems
- premature convergence
- mutation operator
- hybrid algorithm
- genetic algorithm
- multi objective evolutionary algorithms
- population diversity
- global convergence
- direct search
- particle swarm optimization algorithm
- evolution strategy
- global optimization problems
- parameter optimization
- artificial bee colony
- solving global optimization problems
- initial population
- numerical optimization problems
- function optimization problems
- upper bound
- learning rate
- evolutionary programming
- multi objective optimization
- real coded
- lower bound
- selection operator
- worst case
- harmony search
- simulated annealing
- pso algorithm
- evolutionary strategy
- crossover operator
- hard constraints
- nsga ii
- multi objective
- soft constraints