The method of codifferential descent for convex and global piecewise affine optimization.
Maxim V. DolgopolikPublished in: Optim. Methods Softw. (2020)
Keyphrases
- piecewise affine
- optimization algorithm
- high accuracy
- significant improvement
- optimization process
- pairwise
- synthetic data
- multiscale
- experimental evaluation
- optimization method
- high precision
- detection method
- clustering method
- support vector machine svm
- data sets
- computational complexity
- optimization methods
- constrained optimization
- optimization model
- efficient optimization
- model selection
- segmentation method
- edge detection
- dynamic programming
- cost function
- preprocessing
- objective function
- similarity measure
- learning algorithm