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...
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/ |
Similar Items
-
Primal-Dual Subgradient Algorithm for Distributed Constraint Optimization Over Unbalanced Digraphs
by: Qing Yang, et al.
Published: (2019-01-01) -
Interior-Point Algorithms Based on Primal-Dual
Entropy
by: Luo, Shen
Published: (2006) -
Interior-Point Algorithms Based on Primal-Dual
Entropy
by: Luo, Shen
Published: (2006) -
Accelerated Distributed Primal-Dual Dynamics Using Adaptive Synchronization
by: P. A. Bansode, et al.
Published: (2019-01-01) -
Primal-Dual Method of Solving Convex Quadratic Programming Problems
by: V. Moraru
Published: (2000-10-01)