Convergence Properties of Two (μ + λ) Evolutionary Algorithms On OneMax and Royal Roads Test Functions
Aram Ter-SarkisovStephen R. MarslandPublished in: CoRR (2011)
Keyphrases
- test functions
- evolutionary algorithm
- differential evolution
- convergence speed
- numerical optimization
- evolutionary computation
- multi objective
- optimization problems
- particle swarm optimization algorithm
- multi objective optimization
- pso algorithm
- differential evolution algorithm
- test problems
- multi objective evolutionary algorithms
- solution space
- particle swarm optimization
- fitness function
- nsga ii
- evolution strategy
- mutation operator
- genetic programming
- multimodal functions
- genetic algorithm
- particle swarm
- convergence rate
- global optimization problems
- simulated annealing
- particle swarm optimization pso
- optimization algorithm
- search space
- constrained optimization problems
- machine learning
- hybrid algorithm
- neural network
- combinatorial optimization
- power system
- premature convergence
- artificial neural networks
- lower bound