Asynchronous Optimization over Graphs: Linear Convergence under Error Bound Conditions

Loris Cannelli, Francisco Facchinei, Gesualdo Scutari +1

We consider convex and nonconvex constrained optimization with a partially separable objective function: agents minimize the sum of local objective functions, each of which is know…