Convergence Properties of Two (μ+λ) Evolutionary Algorithms on OneMax and Royal Roads Test Functions.
Aram Ter-SarkisovStephen MarslandPublished in: IJCCI (ECTA-FCTA) (2011)
Keyphrases
- test functions
- evolutionary algorithm
- differential evolution
- evolutionary computation
- convergence speed
- numerical optimization
- multi objective
- optimization problems
- nsga ii
- simulated annealing
- genetic programming
- genetic algorithm
- differential evolution algorithm
- multi objective evolutionary algorithms
- multi objective optimization
- pso algorithm
- particle swarm optimization algorithm
- mutation operator
- solution space
- fitness function
- optimization algorithm
- evolution strategy
- multimodal functions
- test problems
- particle swarm optimization
- particle swarm
- particle swarm optimization pso
- constrained optimization problems
- function optimization
- artificial intelligence
- crossover operator
- multiobjective optimization
- premature convergence
- hybrid algorithm
- swarm intelligence
- tabu search
- upper bound
- global optimization problems