Bundle Methods for Nonsmooth DC Optimization

Numerical Nonsmooth Optimization ◽

10.1007/978-3-030-34910-3_8 ◽

2020 ◽

pp. 263-296

Author(s):

Kaisa Joki ◽

Adil M. Bagirov

Keyword(s):

Bundle Methods ◽

Dc Optimization

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Incremental DC optimization algorithm for large-scale clusterwise linear regression

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2020.113323 ◽

2020 ◽

pp. 113323

Author(s):

Adil M. Bagirov ◽

Sona Taheri ◽

Emre Cimen

Keyword(s):

Linear Regression ◽

Optimization Algorithm ◽

Large Scale ◽

Dc Optimization ◽

Clusterwise Linear Regression

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Spectral bundle methods for non-convex maximum eigenvalue functions: second-order methods

Mathematical Programming ◽

10.1007/s10107-005-0635-y ◽

2005 ◽

Vol 104 (2-3) ◽

pp. 729-747 ◽

Author(s):

Dominikus Noll ◽

Pierre Apkarian

Keyword(s):

Second Order ◽

Bundle Methods ◽

Maximum Eigenvalue ◽

Second Order Methods

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One step from DC optimization to DC mixed variational inequalities

Optimization ◽

10.1080/02331930903500282 ◽

2010 ◽

Vol 59 (1) ◽

pp. 63-76 ◽

Author(s):

Le Dung Muu ◽

Tran Dinh Quoc

Keyword(s):

Variational Inequalities ◽

Dc Optimization ◽

One Step ◽

Mixed Variational Inequalities

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Asynchronous level bundle methods

Mathematical Programming ◽

10.1007/s10107-019-01414-y ◽

2019 ◽

Vol 184 (1-2) ◽

pp. 319-348 ◽

Author(s):

Franck Iutzeler ◽

Jérôme Malick ◽

Welington de Oliveira

Keyword(s):

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Stable strong and total parametrized dualities for DC optimization problems in locally convex spaces

Journal of Industrial and Management Optimization ◽

10.3934/jimo.2013.9.669 ◽

2013 ◽

Vol 9 (3) ◽

pp. 669-685 ◽

Author(s):

Gang Li ◽

Xiaoqi Yang ◽

Yuying Zhou

Keyword(s):

Optimization Problems ◽

Locally Convex Spaces ◽

Dc Optimization ◽

Locally Convex ◽

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Study on Unconstrained Compound Optimization Problem and Some Dual Problems of DC Optimization Problem with Compound Function

2020 5th International Conference on Technologies in Manufacturing, Information and Computing (ICTMIC 2020) ◽

10.25236/ictmic.2020.065 ◽

2020 ◽

Keyword(s):

Optimization Problem ◽

Dual Problems ◽

Dc Optimization

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Survey of Bundle Methods for Nonsmooth Optimization

Optimization Methods and Software ◽

10.1080/10556780290027828 ◽

2002 ◽

Vol 17 (1) ◽

pp. 1-29 ◽

Author(s):

Marko Mäkelä

Keyword(s):

Nonsmooth Optimization ◽

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DC Optimization Problems

Springer Optimization and Its Applications - Convex Analysis and Global Optimization ◽

10.1007/978-3-319-31484-6_7 ◽

2016 ◽

pp. 167-228 ◽

Author(s):

Hoang Tuy

Keyword(s):

Optimization Problems ◽

Dc Optimization

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Dynamic Construction of Approximate Subdifferentials: Dual Form of Bundle Methods

Grundlehren der mathematischen Wissenschaften - Convex Analysis and Minimization Algorithms II ◽

10.1007/978-3-662-06409-2_6 ◽

1993 ◽

pp. 223-274

Author(s):

Jean-Baptiste Hiriart-Urruty ◽

Claude Lemaréchal

Keyword(s):

Bundle Methods ◽

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Bundle methods

Methods of Descent for Nondifferentiable Optimization - Lecture Notes in Mathematics ◽

10.1007/bfb0074507 ◽

1985 ◽

pp. 299-344 ◽

Author(s):

Krzysztof C. Kiwiel

Keyword(s):

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