Distributed Alternating Direction Method of Multipliers for Linearly Constrained Optimization

Distributed optimization plays an important role in solving engineering problems. Contrary to centralized optimization, it seeks to find global optima in a distributed manner, where agents within a group share information only with their neighbors. Optimizing a cost function without constraints or with separable constraints has already been addressed, however, it appears to be difficult to find an...