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