Distributed multi-step subgradient algorithm for constrained convex optimization with undirected time-varying communications.
Yuichi KajiyamaNaoki HayashiShigemasa TakaiPublished in: CDC (2017)
Keyphrases
- convex optimization
- multi step
- primal dual
- optimal solution
- dynamic programming
- augmented lagrangian
- objective function
- np hard
- linear programming
- convex formulation
- low rank
- alternating direction method of multipliers
- neural network
- semidefinite program
- norm minimization
- principal component analysis
- similarity measure
- feature extraction
- learning algorithm
- machine learning