Discrete optimization methods to fit piecewise affine models to data points.
Edoardo AmaldiStefano ConiglioLeonardo TaccariPublished in: Comput. Oper. Res. (2016)
Keyphrases
- optimization methods
- data points
- piecewise affine
- optimization method
- continuous optimization
- simulated annealing
- optimization problems
- bayesian network models
- data distribution
- model selection
- nearest neighbor
- objective function
- global convergence
- optimization approaches
- stochastic methods
- particle swarm
- unconstrained optimization
- quasi newton
- efficient optimization
- inverse problems
- evolution strategy
- evolutionary algorithm