Optimization Methods and Software, Volume 37, Issue 3 (2022)

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Optimization Methods and Software, Volume 37, Issue 3 (2022)

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Research Article

Article
A new interior-point approach for large separable convex quadratic two-stage stochastic problems
Jordi Castro & Paula de la Lama-Zubirán
Pages: 801-829
Published online: 03 Nov 2020
AbstractforA new interior-point approach for large separable convex quadratic two-stage stochastic problems | Full Text | References | PDF (2.7 MB) | EPUB
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Article
Global convergence of a new sufficient descent spectral three-term conjugate gradient class for large-scale optimization
M. R. Eslahchi & S. Bojari
Pages: 830-843
Published online: 12 Nov 2020
AbstractforGlobal convergence of a new sufficient descent spectral three-term conjugate gradient class for large-scale optimization | Full Text | References | PDF (1.5 MB) | EPUB
  • 199 Views
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Article
A fully stochastic second-order trust region method
Frank E. Curtis & Rui Shi
Pages: 844-877
Published online: 25 Nov 2020
AbstractforA fully stochastic second-order trust region method | Full Text | References | PDF (2.6 MB) | EPUB
  • 350 Views
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Article
Inexact basic tensor methods for some classes of convex optimization problems
Yurii Nesterov
Pages: 878-906
Published online: 10 Dec 2020
AbstractforInexact basic tensor methods for some classes of convex optimization problems | Full Text | References | PDF (2 MB) | EPUB
  • 1506 Views
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Open Access
Article
Efficient numerical methods to solve sparse linear equations with application to PageRank
Anton Anikin, Alexander Gasnikov, Alexander Gornov, Dmitry Kamzolov, Yury Maximov & Yurii Nesterov
Pages: 907-935
Published online: 21 Dec 2020
AbstractforEfficient numerical methods to solve sparse linear equations with application to PageRank | Full Text | References | PDF (3.5 MB) | EPUB
  • 207 Views
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Article
Gradient methods with memory
Yurii Nesterov & Mihai I. Florea
Pages: 936-953
Published online: 13 Jan 2021
AbstractforGradient methods with memory | Full Text | References | PDF (1.5 MB) | EPUB
  • 2196 Views
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Open Access
Article
Sparktope: linear programs from algorithms
David Avis & David Bremner
Pages: 954-981
Published online: 06 Jan 2021
AbstractforSparktope: linear programs from algorithms | Full Text | References | PDF (4.1 MB) | EPUB
  • 75 Views
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Article
Optimal algorithms for some inverse uncapacitated facility location problems on networks
Mehran Hasanzadeh, Behrooz Alizadeh & Fahimeh Baroughi
Pages: 982-1005
Published online: 02 Feb 2021
AbstractforOptimal algorithms for some inverse uncapacitated facility location problems on networks | Full Text | References | PDF (1.8 MB) | EPUB
  • 100 Views
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Article
A Benson-type algorithm for bounded convex vector optimization problems with vertex selection
Daniel Dörfler, Andreas Löhne, Christopher Schneider & Benjamin Weißing
Pages: 1006-1026
Published online: 11 Feb 2021
AbstractforA Benson-type algorithm for bounded convex vector optimization problems with vertex selection | Full Text | References | PDF (2.1 MB) | EPUB
  • 208 Views
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Article
An algorithm for nonsymmetric conic optimization inspired by MOSEK
Riley Badenbroek & Joachim Dahl
Pages: 1027-1064
Published online: 15 Feb 2021
AbstractforAn algorithm for nonsymmetric conic optimization inspired by MOSEK | Full Text | References | PDF (2.6 MB) | EPUB
  • 1030 Views
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Open Access
Article
A C++ application programming interface for co-evolutionary biased random-key genetic algorithms for solution and scenario generation
Beatriz Brito Oliveira, Maria Antónia Carravilla, José Fernando Oliveira & Maurício G. C. Resende
Pages: 1065-1086
Published online: 15 Feb 2021
AbstractforA C++ application programming interface for co-evolutionary biased random-key genetic algorithms for solution and scenario generation | Full Text | References | PDF (2.7 MB) | EPUB
  • 273 Views
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Article
Weakly-convex–concave min–max optimization: provable algorithms and applications in machine learning
Hassan Rafique, Mingrui Liu, Qihang Lin & Tianbao Yang
Pages: 1087-1121
Published online: 08 Mar 2021
AbstractforWeakly-convex–concave min–max optimization: provable algorithms and applications in machine learning | Full Text | References | PDF (3.3 MB) | EPUB
  • 996 Views
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Article
Shortest path reoptimization vs resolution from scratch: a computational comparison
Paola Festa, Serena Fugaro & Francesca Guerriero
Pages: 1122-1144
Published online: 10 Mar 2021
AbstractforShortest path reoptimization vs resolution from scratch: a computational comparison | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
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Article
A modified damped Gauss–Newton method for non-monotone weighted linear complementarity problems
Jingyong Tang & Jinchuan Zhou
Pages: 1145-1164
Published online: 25 Mar 2021
AbstractforA modified damped Gauss–Newton method for non-monotone weighted linear complementarity problems | Full Text | References | PDF (1.4 MB) | EPUB
  • 198 Views
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Article
A primer on the application of neural networks to covering array generation
Ludwig Kampel, Michael Wagner, Ilias S. Kotsireas & Dimitris E. Simos
Pages: 1165-1202
Published online: 05 Apr 2021
AbstractforA primer on the application of neural networks to covering array generation | Full Text | References | PDF (3.7 MB) | EPUB
  • 140 Views
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