S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs.
Muhammad I. QureshiRan XinSoummya KarUsman A. KhanPublished in: CoRR (2020)
Keyphrases
- directed graph
- random walk
- stochastic optimization
- stochastic programming
- stochastic search
- higher order
- optimization algorithm
- optimization problems
- optimal control problems
- cooperative
- maximum flow
- directed acyclic graph
- first order logic
- optimization method
- global optimization
- undirected graph
- constrained optimization
- optimization process
- optimization methods
- machine learning
- search algorithm
- multi agent
- web graph
- special case