Minimization by Incremental Stochastic Surrogate Optimization for Large Scale Nonconvex Problems.
Belhal KarimiHoi-To WaiEric MoulinesPing LiPublished in: ALT (2022)
Keyphrases
- optimization problems
- image restoration and reconstruction
- objective function
- global optimization
- stochastic optimization
- nonlinear programming
- data sets
- small scale
- np complete
- optimization criteria
- mathematical programming
- incremental learning
- subgradient method
- stochastic optimization problems
- optimal control problems
- convex relaxation
- quadratic programming
- combinatorial optimization
- optimization algorithm
- linear programming
- cost function
- evolutionary algorithm
- neural network