rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: First-order methods in optimization
  name:
    name part: Beck, Amir
    role:
      role term: creator
    role:
      role term: author.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: pau
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: xii, 475 pages ; 26 cm.
  table of contents: Vector spaces -- Extended real-value functions -- Subgradients -- Conjugate functions -- Smoothness and strong convexity -- The proximal operator -- Spectral functions -- Primal and dual projected subgradient methods -- Mirror descent -- The proximal gradient method -- The block proximal gradient method -- Dual-based proximal gradient methods -- The generalized Conditional gradient method -- Alternating minimization -- ADMM.
  note: Amir Beck.
  note: Includes bibliographical references and index.
  subject:
    topic: Mathematical optimization
  subject:
    topic: Convergence
  subject:
    topic: Convergence
  subject:
    topic: Mathematical optimization
  subject:
    topic: Mathematical optimization
  subject:
    topic: Convergence
  classification: QA402.5 .B42238 2017
  classification: 519.6
  related item:
    title info:
      title: First-order methods in optimization
    name:
      name part: Beck, Amir.
    origin info:
      publisher: Philadelphia : Society for Industrial and Applied Mathematics ; Philadelphia : Mathematical Optimization Society, [2017]
    identifier: (DLC) 2017042114
  related item:
    title info:
      title: MOS-SIAM series on optimization
  identifier: 9781611974980
  identifier: 1611974984
  identifier: 2017026859
  record info:
    record content source: DLC
    record creation date: 170831
    record change date: 20220414143251.5
    record identifier: in00004563115
    language of cataloging:
      language term: eng