Communication compression techniques are of growing interests for solving the decentralized optimization problem under limited communication, where the global objective is to minimize the average of ...

Compared with Zhang dynamics (ZD) method, gradient dynamics (GD) method, which is intrinsically feasible and efficient to solve time-invariant problems, could have a simpler hardware implementation.

If called as a function, returns a VNF that can be used to generate a polyhedron of the linear extrusion of the given 2D region or polygon. One benefit of this, over linear_extrude region(rgn) is that ...