Levenberg-Marquardt method with Singular Scaling and applications

Inspired by certain regularization techniques for linear inverse problems, in this work we investigate the convergence properties of the Levenberg-Marquardt method using singular scaling matrices. Under a completeness condition, we show that the method is well-defined and establish its local quadrat...

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Veröffentlicht in:	arXiv.org 2023-05
Hauptverfasser:	Boos, Everton, Goncalves, Douglas S, Bazan, Fermin S V
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Numerical Analysis Conduction heating Conductive heat transfer Convergence Inverse problems Mathematics - Numerical Analysis Mathematics - Optimization and Control Parameter identification Regularization Scaling
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