S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs.
Muhammad I. QureshiRan XinSoummya KarUsman A. KhanPublished in: IEEE Control. Syst. Lett. (2021)
Keyphrases
- directed graph
- stochastic optimization
- random walk
- stochastic search
- higher order
- optimization algorithm
- directed acyclic graph
- graph structure
- multi agent
- optimization process
- distributed systems
- cooperative
- global optimization
- first order logic
- peer to peer
- optimization problems
- input image
- undirected graph
- special case
- graph structures
- lower bound
- strongly connected