Constrained Distributed Nonconvex Optimization over Time-varying Directed Graphs.
Zhiyu HeJianping HeCailian ChenXinping GuanPublished in: CDC (2020)
Keyphrases
- directed graph
- optimization problems
- global optimization
- random walk
- concave convex procedure
- lagrange multipliers
- nonlinear programming
- directed acyclic graph
- distributed systems
- cooperative
- maximum flow
- evolutionary algorithm
- strongly connected
- optimization algorithm
- constrained optimization
- graph structure
- multi agent
- graph structures
- undirected graph
- objective function
- distributed environment
- mobile agents
- globally convergent
- disjoint paths
- np hard
- social networks
- web graph
- linear programming
- peer to peer
- graphical models
- upper bound