Uniform Convergence and Rate Adaptive Estimation of Convex Functions via Constrained Optimization.
Xiao WangJinglai ShenPublished in: SIAM J. Control. Optim. (2013)
Keyphrases
- constrained optimization
- convex functions
- uniform convergence
- objective function
- constrained optimization problems
- penalty function
- augmented lagrangian
- sufficient conditions
- inequality constraints
- linear program
- learning rate
- reproducing kernel hilbert space
- linear programming
- lagrange multipliers
- evolutionary algorithm
- primal dual
- multi objective
- high dimensional
- lower bound