Comparing the Uni-Modal Scaling Performance of Global and Local Selection in a Mutation-Only Differential Evolution Algorithm.
Kenneth V. PriceJani RönkkönenPublished in: IEEE Congress on Evolutionary Computation (2006)
Keyphrases
- differential evolution algorithm
- differential evolution
- evolutionary algorithm
- mutation operation
- uni modal
- global numerical optimization
- mutation operator
- initial population
- multi modal
- genetic algorithm
- optimization algorithm
- convergence speed
- crossover rate
- evolutionary computation
- crossover and mutation
- optimization method
- multi objective
- selection strategy
- particle swarm optimization
- control parameters
- crossover operator
- particle swarm optimization pso
- optimization problems
- scale factor
- genetic operators
- premature convergence
- fitness function
- state space
- simulated annealing
- hybrid algorithm
- control system
- mean shift
- real time