Distributed Primal-Dual Perturbation Algorithm Over Unbalanced Directed Networks

This paper investigates a primal-dual method for a convex optimization problem that has coupled inequality constraints. A group of agents searches for an optimal solution over unbalanced directed communication networks by a consensus-based perturbation algorithm. Each agent computes perturbation poi...

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Bibliographic Details
Main Authors: Hiroaki Sakuma, Naoki Hayashi, Shigemasa Takai
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9438651/