The Resource Nonsmooth Optimization and Its Applications, edited by Seyedehsomayeh Hosseini, Boris S. Mordukhovich, André Uschmajew, (electronic resource)

Nonsmooth Optimization and Its Applications, edited by Seyedehsomayeh Hosseini, Boris S. Mordukhovich, André Uschmajew, (electronic resource)

Label
Nonsmooth Optimization and Its Applications
Title
Nonsmooth Optimization and Its Applications
Statement of responsibility
edited by Seyedehsomayeh Hosseini, Boris S. Mordukhovich, André Uschmajew
Contributor
Editor
Editor
Provider
Subject
Language
eng
Summary
Since nonsmooth optimization problems arise in a diverse range of real-world applications, the potential impact of efficient methods for solving such problems is undeniable. Even solving difficult smooth problems sometimes requires the use of nonsmooth optimization methods, in order to either reduce the problem's scale or simplify its structure. Accordingly, the field of nonsmooth optimization is an important area of mathematical programming that is based on by now classical concepts of variational analysis and generalized derivatives, and has developed a rich and sophisticated set of mathematical tools at the intersection of theory and practice. This special issue of ISNM is an outcome of the workshop "Nonsmooth Optimization and its Applications," which was held from May 15 to 19, 2017 at the Hausdorff Center for Mathematics, University of Bonn. The six research articles gathered here focus on recent results that highlight different aspects of nonsmooth and variational analysis, optimization methods, their convergence theory and applications
Member of
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • ihW5JS_UEeQ
  • FigUNrSeIFk
  • t_SJbc8MHuU
Image bit depth
0
LC call number
  • QA315-316
  • QA402.3
  • QA402.5-QA402.6
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Hosseini, Seyedehsomayeh
  • Mordukhovich, Boris S.
  • Uschmajew, André
  • SpringerLink
Series statement
International Series of Numerical Mathematics,
Series volume
170
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Global analysis
  • Numerical analysis
  • Calculus of Variations and Optimal Control; Optimization
  • Global Analysis and Analysis on Manifolds
  • Numerical Analysis
  • Operations Research, Management Science
Label
Nonsmooth Optimization and Its Applications, edited by Seyedehsomayeh Hosseini, Boris S. Mordukhovich, André Uschmajew, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
A Collection of Nonsmooth Riemannian Optimization Problems -- An approximate ADMM for solving linearly constrained nonsmooth problems with two blocks of variables -- Tangent and normal cones for low-rank matrices -- Subdifferential enlargements and continuity properties of the VU-decomposition in convex optimization -- Proximal mappings and Moreau envelopes of single-variable convex piecewise cubic functions and multivariable gauge functions -- Newton-like dynamics associated to nonconvex optimization problems.
Dimensions
unknown
Extent
VII, 149 p. 22 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783030113704
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-11370-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-030-11370-4
Label
Nonsmooth Optimization and Its Applications, edited by Seyedehsomayeh Hosseini, Boris S. Mordukhovich, André Uschmajew, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
A Collection of Nonsmooth Riemannian Optimization Problems -- An approximate ADMM for solving linearly constrained nonsmooth problems with two blocks of variables -- Tangent and normal cones for low-rank matrices -- Subdifferential enlargements and continuity properties of the VU-decomposition in convex optimization -- Proximal mappings and Moreau envelopes of single-variable convex piecewise cubic functions and multivariable gauge functions -- Newton-like dynamics associated to nonconvex optimization problems.
Dimensions
unknown
Extent
VII, 149 p. 22 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783030113704
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-11370-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-030-11370-4

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