A non-iterative optimization method for smoothness in penalized spline regression.
Hirokazu YanagiharaPublished in: Stat. Comput. (2012)
Keyphrases
- optimization method
- least squares
- optimization algorithm
- linear regression
- optimization methods
- particle swarm
- differential evolution
- global optimum
- optimization process
- evolutionary algorithm
- model selection
- nonlinear optimization
- genetic algorithm
- metaheuristic
- simulated annealing
- optimization procedure
- regression model
- cost function
- multiresolution
- hybrid algorithm
- support vector regression
- loss function
- maximum likelihood
- optimization problems
- b spline
- neural network
- search algorithm
- control points
- optimal solution
- feature extraction
- neural network training
- quasi newton
- nelder mead simplex