A comparison on the search of particle swarm optimization and differential evolution on multi-objective optimization.
Jorge Sebastian Hernández-DomínguezGregorio Toscano PulidoPublished in: IEEE Congress on Evolutionary Computation (2011)
Keyphrases
- differential evolution
- multi objective optimization
- particle swarm optimization
- evolutionary algorithm
- multi objective
- convergence speed
- solving global optimization problems
- global search
- particle swarm optimization pso
- optimization algorithm
- differential evolution algorithm
- pso algorithm
- test functions
- mutation operator
- constrained optimization problems
- premature convergence
- optimization method
- particle swarm
- multi objective optimization problems
- search capabilities
- genetic algorithm
- hybrid algorithm
- particle swarm optimization algorithm
- evolutionary programming
- multi objective problems
- global optimization
- global optimization problems
- search algorithm
- evolution strategy
- multiple objectives
- nsga ii
- multi objective evolutionary algorithms
- numerical optimization problems
- biogeography based optimization
- constraint handling
- metaheuristic
- parameter optimization
- ant colony optimization
- bi objective
- search efficiency
- swarm intelligence
- pareto optimal
- search space
- crossover and mutation
- multi objective genetic algorithm
- neural network
- evolutionary strategy
- initial population