Asynchronous Distributed Optimization using a Randomized Alternating Direction Method of Multipliers

Consider a set of networked agents endowed with private cost functions and seeking to find a consensus on the minimizer of the aggregate cost. A new class of random asynchronous distributed optimization methods is introduced. The methods generalize the standard Alternating Direction Method of Multip... View More