Performance assessment of Generalized Differential Evolution 3 with a given set of constrained multi-objective test problems.
Saku KukkonenJouni LampinenPublished in: IEEE Congress on Evolutionary Computation (2009)
Keyphrases
- differential evolution
- multi objective optimization problems
- multi objective
- nsga ii
- test problems
- multi objective problems
- evolutionary algorithm
- test functions
- multi objective optimization
- optimization algorithm
- optimization problems
- multi objective evolutionary algorithms
- differential evolution algorithm
- bi objective
- convergence speed
- pareto optimal
- particle swarm optimization
- mutation operator
- branch and bound algorithm
- multiobjective optimization
- optimization method
- knapsack problem
- benchmark problems
- genetic algorithm
- solution quality
- particle swarm
- pareto optimal solutions
- artificial neural networks
- premature convergence
- particle swarm optimization pso
- evolution strategy
- solution space
- global optimization
- parameter optimization
- evolutionary computation
- dynamic programming
- optimal solution