Nonconvex Distributed Optimization
We consider the distributed optimization problem where a group of agents seeks to cooperatively compute the optimizer of the average of local functions. To solve this problem, we propose a novel algorithm which adjusts the ratio between the number of communications and computations to achieve fast convergence. In particular, the …