Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization - Part I: Algorithms and Convergence Analysis.
Qingjiang ShiMingyi HongPublished in: IEEE Trans. Signal Process. (2020)
Keyphrases
- convergence analysis
- decomposition method
- global convergence
- newton method
- optimization problems
- globally convergent
- stationary points
- decomposition methods
- global optimization
- decomposition algorithm
- objective function
- combinatorial optimization
- optimization methods
- variational inequalities
- nonlinear programming
- learning algorithm
- convergence speed
- bilevel programming
- optimization method
- optimization algorithm
- optimality conditions
- genetic algorithm