Least squares support vector machines with tuning based on chaotic differential evolution approach applied to the identification of a thermal process.
Glauber Souto dos SantosLuiz Guilherme Justi LuvizottoViviana Cocco MarianiLeandro dos Santos CoelhoPublished in: Expert Syst. Appl. (2012)
Keyphrases
- differential evolution
- least squares
- evolutionary algorithm
- differential evolution algorithm
- particle swarm optimization
- evolution process
- optimization algorithm
- genetic algorithm
- convergence speed
- optimization method
- particle swarm optimization pso
- test functions
- global optimization problems
- evolution strategy
- artificial bee colony
- adaptive differential evolution
- evolutionary computation
- numerical optimization problems
- function optimization problems
- constrained optimization problems
- neural network
- evolutionary programming
- parameter optimization
- multi objective
- mutation operator
- crossover operator
- optimization problems
- multi objective optimization
- hybrid algorithm