Optimization problems in statistical learning: Duality and optimality conditions.
Radu Ioan BotNicole LorenzPublished in: Eur. J. Oper. Res. (2011)
Keyphrases
- statistical learning
- optimality conditions
- optimization problems
- nonlinear programming
- linear programming
- evolutionary algorithm
- information theory
- objective function
- inequality constraints
- supervised learning
- model selection
- metaheuristic
- semi infinite programming
- knapsack problem
- cost function
- text mining
- variational inequalities
- combinatorial optimization
- sample size
- manifold learning
- machine learning algorithms
- linear constraints
- dimensionality reduction
- machine learning