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- W4302563562 abstract "This paper is a close follow-up of Kaltenbacher and Tomba 2013 and Jin 2012, where Newton-Landweber iterations have been shown to converge either (unconditionally) without rates or (under an additional regularity assumption) with rates. The choice of the parameters in the method were different in each of these two cases. We now found a unified and more general strategy for choosing these parameters that enables both convergence and convergence rates. Moreover, as opposed to the previous one, this choice yields strong convergence as the noise level tends to zero, also in the case of no additional regularity. Additionally, the resulting method appears to be more efficient than the one from Kaltenbacher and Tomba 2013, as our numerical tests show." @default.
- W4302563562 created "2022-10-06" @default.
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- W4302563562 date "2014-08-21" @default.
- W4302563562 modified "2023-10-16" @default.
- W4302563562 title "Enhanced choice of the parameters in an iteratively regularized Newton-Landweber iteration in Banach space" @default.
- W4302563562 doi "https://doi.org/10.48550/arxiv.1408.5026" @default.
- W4302563562 hasPublicationYear "2014" @default.
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