Performance comparison of differential evolution driving analytic programming for regression.
Roman SenkerikAdam ViktorinMichal PluhacekTomas KadavyZuzana Komínková OplatkováPublished in: SSCI (2017)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- mutation operator
- optimization method
- genetic algorithm
- particle swarm optimization pso
- test functions
- numerical optimization problems
- global optimization problems
- constrained optimization problems
- premature convergence
- hybrid algorithm
- parameter optimization
- regression model
- function optimization problems
- initial population
- multi objective optimization
- adaptive differential evolution
- real coded
- multi objective optimization problems
- particle swarm
- evolutionary programming
- crossover operator
- model selection
- solving global optimization problems
- multi objective
- genetic programming
- artificial bee colony
- evolutionary computation
- fitness function