B-spline neural network design using improved differential evolution for identification of an experimental nonlinear process.
Leandro dos Santos CoelhoFabio Alessandro GuerraPublished in: Appl. Soft Comput. (2008)
Keyphrases
- differential evolution
- b spline
- neural network
- evolutionary algorithm
- control points
- genetic algorithm
- optimization algorithm
- evolution strategy
- evolutionary strategy
- differential evolution algorithm
- convergence speed
- particle swarm optimization
- particle swarm optimization pso
- basis functions
- test functions
- evolution process
- parameter optimization
- mutation operator
- evolutionary programming
- curve fitting
- affine transformation
- genetic algorithm ga
- back propagation
- least squares
- real coded
- surface fitting
- global optimization problems