Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization.
Qunwei LiYi ZhouYingbin LiangPramod K. VarshneyPublished in: CoRR (2017)
Keyphrases
- convergence analysis
- global convergence
- nonlinear programming
- optimality conditions
- stationary points
- optimization problems
- global optimization
- convergence rate
- newton method
- optimization algorithm
- global optimum
- learning rate
- objective function
- optimization methods
- machine learning
- step size
- convergence speed
- metaheuristic
- cost function
- evolutionary algorithm
- convex optimization