Regularization methods for optimization problems with probabilistic constraints.
Darinka DentchevaMaria Gabriela MartinezPublished in: Math. Program. (2013)
Keyphrases
- regularization methods
- optimization problems
- inverse problems
- evolutionary algorithm
- edge preserving
- total variation
- cost function
- metaheuristic
- regularization parameter
- regularization method
- probabilistic model
- bayesian networks
- generative model
- high quality
- optimization methods
- particle swarm optimization
- global optimization
- multiresolution
- constrained optimization
- objective function
- multiscale
- iterative methods