Decentralized Asynchronous Nonconvex Stochastic Optimization on Directed Graphs.
Vyacheslav KungurtsevMahdi MorafahTara JavidiGesualdo ScutariPublished in: IEEE Trans. Control. Netw. Syst. (2023)
Keyphrases
- stochastic optimization
- directed graph
- random walk
- multistage
- distributed systems
- cooperative
- convex optimization
- directed acyclic graph
- graph structure
- optimization problems
- maximum flow
- multi agent
- objective function
- undirected graph
- peer to peer
- robust optimization
- strongly connected
- theoretical framework
- computational complexity
- optimal solution
- learning algorithm
- disjoint paths