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  • Search: subject:"proximal gradient method"
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Year of publication
Subject
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Mathematical programming 5 Mathematische Optimierung 5 Proximal gradient method 5 proximal gradient method 5 Theorie 4 Theory 4 nonconvex optimization 3 L0 constraints 2 Nonsmooth optimization 2 Pontryagin maximum principle 2 Sparse optimal control 2 composite optimization 2 proximal quasi-Newton method 2 Accelerated proximal gradient method 1 Alternating direction augmented Lagrangian method 1 Alternating linearization method 1 Bregman distance 1 Compressed sensing 1 Convex optimization 1 Econometrics 1 Economic convergence 1 Estimation theory 1 First-order method 1 Group Lasso 1 Homotopy continuation 1 Iteration complexity 1 Kurdyka–Lojasiewicz property 1 L1-regularized least-squares 1 Linearly convergence 1 Matrix completion 1 Non-smooth and non-convex optimization 1 Nonsmooth convex optimization 1 Principal component analysis 1 Quadratically convergence 1 Regression analysis 1 Regressionsanalyse 1 Regularized optimization 1 Schätztheorie 1 Smoothing 1 Sparse control problems 1
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Online availability
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Free 6 Undetermined 5
Type of publication
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Article 8 Book / Working Paper 3
Type of publication (narrower categories)
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Arbeitspapier 3 Article 3 Graue Literatur 3 Non-commercial literature 3 Working Paper 3 Article in journal 2 Aufsatz in Zeitschrift 2
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Language
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English 8 Undetermined 3
Author
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Orban, Dominique 3 Wachsmuth, Daniel 3 Aravkin, Aleksandr 1 Aybat, Necdet 1 Baraldi, Robert 1 Chao, Miantao 1 Cohen, Eyal 1 Diouane, Youssef 1 Goldfarb, Donald 1 Laghdaf Habiboullah, Mohamed 1 Leconte, Geoffroy 1 Li, Meixia 1 Li, Xiaorui 1 Lin, Qihang 1 Lu, Zhaosong 1 Ma, Shiqian 1 Natemeyer, Carolin 1 Teboulle, Marc 1 Wei, Juan 1 Xiao, Lin 1 Zhang, Haibin 1 Zhou, Jie 1
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Published in...
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Computational Optimization and Applications 5 Les cahiers du GERAD 3 Mathematics of operations research 2 Journal of Global Optimization 1
Source
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ECONIS (ZBW) 5 EconStor 3 RePEc 3
Showing 1 - 10 of 11
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An interior-point trust-region method for nonsmooth regularized bound-constrained optimization
Leconte, Geoffroy; Orban, Dominique - 2024
Persistent link: https://www.econbiz.de/10014536203
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A proximal modified quasi-Newton method for nonsmooth regularized optimization
Diouane, Youssef; Laghdaf Habiboullah, Mohamed; Orban, … - 2024
Persistent link: https://www.econbiz.de/10015101697
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Optimal control problems with L0(Ω) constraints: maximum principle and proximal gradient method
Wachsmuth, Daniel - In: Computational Optimization and Applications 87 (2023) 3, pp. 811-833
We investigate optimal control problems with L0constraints, which restrict the measure of the support of the controls. We prove necessary optimality conditions of Pontryagin maximum principle type. Here, a special control perturbation is used that respects the L0constraint. First, the maximum...
Persistent link: https://www.econbiz.de/10015210343
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Optimal control problems with L0(Ω) constraints: maximum principle and proximal gradient method
Wachsmuth, Daniel - In: Computational Optimization and Applications 87 (2023) 3, pp. 811-833
We investigate optimal control problems with L0constraints, which restrict the measure of the support of the controls. We prove necessary optimality conditions of Pontryagin maximum principle type. Here, a special control perturbation is used that respects the L0constraint. First, the maximum...
Persistent link: https://www.econbiz.de/10015371619
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Alternating and parallel proximal gradient methods for nonsmooth, nonconvex minimax : a unified convergence analysis
Cohen, Eyal; Teboulle, Marc - In: Mathematics of operations research 50 (2025) 1, pp. 141-168
Persistent link: https://www.econbiz.de/10015211583
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A proximal gradient method for control problems with non-smooth and non-convex control cost
Natemeyer, Carolin; Wachsmuth, Daniel - In: Computational Optimization and Applications 80 (2021) 2, pp. 639-677
We investigate the convergence of the proximal gradient method applied to control problems with non-smooth and non …
Persistent link: https://www.econbiz.de/10014501593
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A proximal quasi-Newton trust-region method for nonsmooth regularized optimization
Aravkin, Aleksandr; Baraldi, Robert; Orban, Dominique - 2021
Persistent link: https://www.econbiz.de/10012588124
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Sparse recovery via partial regularization : models, theory, and algorithms
Lu, Zhaosong; Li, Xiaorui - In: Mathematics of operations research 43 (2018) 4, pp. 1290-1316
Persistent link: https://www.econbiz.de/10011957061
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An adaptive accelerated proximal gradient method and its homotopy continuation for sparse optimization
Lin, Qihang; Xiao, Lin - In: Computational Optimization and Applications 60 (2015) 3, pp. 633-674
<Para ID="Par1">We consider optimization problems with an objective function that is the sum of two convex terms: one is smooth and given by a black-box oracle, and the other is general but with a simple, known structure. We first present an accelerated proximal gradient (APG) method for problems where the...</para>
Persistent link: https://www.econbiz.de/10011241264
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On proximal gradient method for the convex problems regularized with the group reproducing kernel norm
Zhang, Haibin; Wei, Juan; Li, Meixia; Zhou, Jie; Chao, … - In: Journal of Global Optimization 58 (2014) 1, pp. 169-188
approach to solve such problems is by the proximal gradient method. In this paper we derive and study theoretically the …
Persistent link: https://www.econbiz.de/10010845793
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