Decentralized Optimization Over Tree Graphs

This paper presents a decentralized algorithm for non-convex optimization over tree-structured networks. We assume that each node of this network can solve small-scale optimization problems and communicate approximate value functions with its neighbors based on a novel multi-sweep communication prot...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Journal of optimization theory and applications Jg. 189; H. 2; S. 384 - 407
Hauptverfasser:	Jiang, Yuning, Kouzoupis, Dimitris, Yin, Haoyu, Diehl, Moritz, Houska, Boris
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.05.2021 Springer Nature B.V
Schlagworte:	Algorithms Applications of Mathematics Calculus of Variations and Optimal Control; Optimization Computational geometry Convex analysis Convexity Engineering Mathematics Mathematics and Statistics Nodes Operations Research/Decision Theory Optimization Parallel processing Theory of Computation Topology Tree graph Decentralized optimization Dynamic programming
ISSN:	0022-3239, 1573-2878
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!