A simple strategy for maintaining diversity and reducing crowding in differential evolution.
James MontgomeryStephen ChenPublished in: IEEE Congress on Evolutionary Computation (2012)
Keyphrases
- differential evolution
- premature convergence
- evolutionary algorithm
- particle swarm optimization
- differential evolution algorithm
- convergence speed
- test functions
- optimization algorithm
- evolutionary strategy
- constrained optimization problems
- mutation operator
- particle swarm optimization pso
- hybrid algorithm
- optimization method
- evolutionary programming
- population diversity
- direct search
- global optimization problems
- multi objective optimization
- genetic algorithm
- parameter optimization
- multi objective evolutionary algorithms
- multi objective
- biogeography based optimization
- evolution strategy
- numerical optimization problems
- crossover operator
- adaptive differential evolution
- solving global optimization problems
- real coded
- harmony search
- particle swarm
- global search
- artificial neural networks