Distributed Frank-Wolfe Solver for Stochastic Optimization With Coupled Inequality Constraints

Distributed stochastic optimization (DSO) with local set constraints and coupled inequality constraints over a multiagent network is considered in this article. Usually, such problems are tackled by projected primal-dual methods, which require expensive projection operations when set constraints are...

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Bibliographic Details

Published in:	IEEE transaction on neural networks and learning systems Vol. 36; no. 5; pp. 7858 - 7872
Main Authors:	Hou, Jie, Zeng, Xianlin, Wang, Gang, Chen, Chen, Sun, Jian
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.05.2025
Subjects:	Approximation algorithms Convergence Coupled inequality constraint distributed optimization Noise Optimization primal-dual method projection-free algorithm stochastic optimization Sun Symbols Vectors
ISSN:	2162-237X, 2162-2388, 2162-2388
Online Access:	Get full text
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