A family of second-order methods for convex ...-regularized optimization

(ProQuest: ... denotes formulae and/or non-USASCII text omitted; see image).This paper is concerned with the minimization of an objective that is the sum of a convex function f and an ... regularization term. Our interest is in active-set methods that incorporate second-order information about the f...

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Veröffentlicht in:	Mathematical programming 2016-09, Vol.159 (1-2), p.435-467
Hauptverfasser:	Byrd, Richard H, Chin, Gillian M, Nocedal, Jorge, Oztoprak, Figen
Format:	Artikel
Sprache:	eng
Schlagworte:	Convergence Estimates Iterative methods Mathematical analysis Mathematical models Optimization Regularization Texts
Online-Zugang:	Volltext
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