Gauss-Newton method with applications to convex optimization

Iterative Methods and Their Dynamics with Applications ◽

10.1201/9781315153469-18 ◽

2017 ◽

pp. 282-294

Author(s):

Ioannis K. Argyros ◽

Á. Alberto Magreñán

Keyword(s):

Convex Optimization ◽

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Expanding the applicability of the Gauss–Newton method for convex optimization under a majorant condition

SeMA Journal ◽

10.1007/s40324-014-0018-5 ◽

2014 ◽

Vol 65 (1) ◽

pp. 37-56 ◽

Author(s):

Á. Alberto Magreñán ◽

Ioannis K. Argyros

Keyword(s):

Convex Optimization ◽

Newton Method ◽

Majorant Condition

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A proximal-Newton method for unconstrained convex optimization in Hilbert spaces

Optimization ◽

10.1080/02331934.2017.1389942 ◽

2017 ◽

Vol 67 (1) ◽

pp. 67-82 ◽

Author(s):

M. Marques Alves ◽

Benar F. Svaiter

Keyword(s):

Convex Optimization ◽

Newton Method ◽

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A Regularized Newton Method with Correction for Unconstrained Convex Optimization

Open Journal of Optimization ◽

10.4236/ojop.2016.51006 ◽

2016 ◽

Vol 05 (01) ◽

pp. 44-52

Author(s):

Liming Li ◽

Mei Qin ◽

Heng Wang

Keyword(s):

Convex Optimization ◽

Newton Method ◽

Regularized Newton Method

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Gauss–Newton method for convex optimization

A Contemporary Study of Iterative Methods ◽

10.1016/b978-0-12-809214-9.00006-1 ◽

2018 ◽

pp. 69-80

Author(s):

Á. Alberto Magreñán ◽

Ioannis K. Argyros

Keyword(s):

Convex Optimization ◽

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A Variable Sample-Size Stochastic Quasi-Newton Method for Smooth and Nonsmooth Stochastic Convex Optimization

2018 IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2018.8619209 ◽

2018 ◽

Author(s):

Afrooz Jalilzadeh ◽

Angelia Nedic ◽

Uday V. Shanbhag ◽

Farzad Yousefian

Keyword(s):

Convex Optimization ◽

Sample Size ◽

Newton Method ◽

Variable Sample Size ◽

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A Modified Newton Method for Unconstrained Convex Optimization

2008 International Symposium on Information Science and Engineering ◽

10.1109/isise.2008.74 ◽

2008 ◽

Author(s):

Liu Hailin

Keyword(s):

Convex Optimization ◽

Newton Method ◽

Modified Newton Method

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A Sequential Subspace Quasi-Newton Method for Large-Scale Convex Optimization

2020 American Control Conference (ACC) ◽

10.23919/acc45564.2020.9147989 ◽

2020 ◽

Author(s):

Aleksandr Senov ◽

Oleg Granichin ◽

Olga Granichina

Keyword(s):

Convex Optimization ◽

Newton Method ◽

Large Scale ◽

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Regularized Newton method for unconstrained convex optimization

Mathematical Programming ◽

10.1007/s10107-007-0143-3 ◽

2007 ◽

Vol 120 (1) ◽

pp. 125-145 ◽

Author(s):

Roman A. Polyak

Keyword(s):

Convex Optimization ◽

Newton Method ◽

Regularized Newton Method

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On the convergence of a modified regularized Newton method for convex optimization with singular solutions

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2012.09.030 ◽

2013 ◽

Vol 239 ◽

pp. 179-188 ◽

Author(s):

Weijun Zhou ◽

Xinlong Chen

Keyword(s):

Convex Optimization ◽

Newton Method ◽

Singular Solutions ◽

Regularized Newton Method

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Expanding the applicability of the Gauss-Newton method for convex optimization under restricted convergence domains and majorant conditions

Iterative Methods and Their Dynamics with Applications ◽

10.1201/9781315153469-20 ◽

2017 ◽

pp. 306-318

Author(s):

Ioannis K. Argyros ◽

Á. Alberto Magreñán

Keyword(s):

Convex Optimization ◽

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