Global optimization of non-convex piecewise linear regression splines.
Nadia MartinezHadis AnahidehJay M. RosenbergerDiana MartinezVictoria C. P. ChenBo Ping WangPublished in: J. Glob. Optim. (2017)
Keyphrases
- global optimization
- linear regression
- piecewise linear
- least squares
- global optimality
- particle swarm optimization
- ant colony algorithm
- convex optimization
- locally weighted
- pso algorithm
- convex hull
- regression problems
- regression methods
- linear model
- generalized linear models
- ridge regression
- nonlinear regression
- convex sets
- global search
- kernel density estimators
- regression method
- deterministic annealing
- predictor variables
- neural network
- constrained global optimization
- semidefinite
- multi objective
- support vector
- computer vision