Large-scale convex optimization algorithms & analyses via monotone operators

Starting from where a first course in convex optimization leaves off, this text presents a unified analysis of first-order optimization methods - including parallel-distributed algorithms - through the abstraction of monotone operators. With the increased computational power and availability of big...

Ausführliche Beschreibung

Bibliographische Detailangaben

1. Verfasser:	Ryu, Ernest K.
Weitere Verfasser:	Yin, Wotao
Format:	E-Book
Sprache:	English
Veröffentlicht:	Cambridge Cambridge University Press 2023
Online-Zugang:	Volltext
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