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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Vydáno v:	IEEE transaction on neural networks and learning systems Ročník 36; číslo 5; s. 7858 - 7872
Hlavní autoři:	Hou, Jie, Zeng, Xianlin, Wang, Gang, Chen, Chen, Sun, Jian
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States IEEE 01.05.2025
Témata:	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
On-line přístup:	Získat plný text
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