Second-Order Optimality Conditions and Improved Convergence Results for Regularization Methods for Cardinality-Constrained Optimization Problems.
Max BucherAlexandra SchwartzPublished in: J. Optim. Theory Appl. (2018)
Keyphrases
- optimality conditions
- constrained optimization problems
- regularization methods
- global convergence
- nonlinear programming
- optimization problems
- constrained optimization
- differential evolution
- total variation
- convergence speed
- lower level
- constraint qualification
- evolutionary algorithm
- penalty function
- equality constraints
- global optimum
- convergence rate
- optimization methods
- regularization parameter
- higher order
- higher level
- linear programming
- sample size
- image restoration
- fitness function
- denoising
- knapsack problem
- neural network
- markov random field
- optimal solution
- machine learning