The chaos differential evolution optimization algorithm and its application to support vector regression machine.
Wei LiangLaibin ZhangMingda WangPublished in: J. Softw. (2011)
Keyphrases
- differential evolution
- support vector regression
- optimization algorithm
- optimization method
- particle swarm optimization
- evolution strategy
- global optimization problems
- evolutionary algorithm
- parameter optimization
- real coded
- differential evolution algorithm
- convergence speed
- particle swarm
- test functions
- harmony search
- direct search
- particle swarm optimization pso
- global optimization
- evolutionary strategy
- regression model
- multi objective
- support vector classification
- hybrid algorithm
- optimization problems
- support vector
- mutation operator
- hybrid model
- genetic algorithm
- support vector machine svm
- immune algorithm
- kernel function
- crossover operator
- premature convergence
- initial population
- global search
- numerical optimization problems
- solving global optimization problems
- pso algorithm
- numerical optimization
- simulated annealing
- evolutionary computation
- mixed integer
- support vector machine
- pattern recognition
- neural network
- particle swarm optimization algorithm
- artificial neural networks