Stability and Performance Limits of Adaptive Primal-Dual Networks

Zaid J. Towfic, Ali H. Sayed

This work studies distributed primal-dual strategies for adaptation and learning over networks from streaming data. Two first-order methods are considered based on the Arrow-Hurwic…