Reduction of function evaluation in differential evolution using nearest neighbor comparison.
Hoang-Anh PhamPublished in: Vietnam. J. Comput. Sci. (2015)
Keyphrases
- differential evolution
- nearest neighbor
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- convergence speed
- mutation operator
- particle swarm optimization pso
- test functions
- particle swarm optimization
- optimization method
- numerical optimization problems
- premature convergence
- constrained optimization problems
- hybrid algorithm
- evolutionary programming
- solving global optimization problems
- genetic algorithm
- high dimensional
- multi objective optimization
- evolution strategy
- direct search
- knn
- particle swarm
- multi objective optimization problems
- function optimization problems
- global optimization problems
- parameter optimization
- real coded
- evolutionary strategy
- neural network
- multi objective
- optimization problems
- initial population
- evolutionary computation
- global optimization
- pso algorithm
- crossover operator
- learning rate