Adaptive Penalty-Based Distributed Stochastic Convex Optimization - Towfic, Zaid J.; Sayed, Ali H. (IEEE transactions on signal processing, 2014)
Keywords: Accuracy; Adaptation and learning; Algorithms; Applied sciences; Approximation algorithms; Approximation methods; consensus strategies; Constants; constrained optimization; Convex functions; Cost engineering; Cost function; Detection, estimation, filtering, equalization, prediction; diffusion strategies; distributed processing; Exact sciences and technology; Information, signal and communications theory; Networks; Optimization; penalty method; Processors; Signal and communications theory; Signal processing algorithms; Signal, noise; Strategy; Telecommunications and information theory; Target tracking; Adaptation and learning; Adaptive algorithm; diffusion strategies; Network architecture; Stochastic method; Convex programming; Penalty method; Constrained optimization; Learning; Topological structure; Distributed processing; Optimal solution; Distributed algorithm; Signal processing; Cost function; consensus strategies; Convex function; Localization