Compressed Gradient Tracking Algorithm for Distributed Aggregative Optimization
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2024.3371876
Abstract: This article is devoted to addressing the distributed aggregative optimization (DAO) problem via compressed gradient tracking algorithms, where the cost function of each agent relies on the aggregation of other agents' decisions as well as… read more here.
Keywords: distributed aggregative; gradient tracking; algorithm; compressed gradient ... See more keywords
Achieving Linear Convergence in Distributed Aggregative Optimization Over Directed Graphs
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2024.3382173
Abstract: Distributed aggregative optimization (DAO) is a special class of optimization problems of networking agents where the local objective function of each agent relies on the aggregation of other agents’ decisions as well as its own.… read more here.
Keywords: distributed aggregative; directed graphs; linear convergence; aggregative optimization ... See more keywords