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: Convex Analysis and Global Optimization
  name:
    name part: Hoang, Tuy
    name part: 1927-
    role:
      role term: creator
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: mau
    date issued: 1998
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (xi, 339 pages)
  abstract: Due to the general complementary convex structure underlying most nonconvex optimization problems encountered in applications, convex analysis plays an essential role in the development of global optimization methods. This book develops a coherent and rigorous theory of deterministic global optimization from this point of view. Part I constitutes an introduction to convex analysis, with an emphasis on concepts, properties and results particularly needed for global optimization, including those pertaining to the complementary convex structure. Part II presents the foundation and application of global search principles such as partitioning and cutting, outer and inner approximation, and decomposition to general global optimization problems and to problems with a low-rank nonconvex structure as well as quadratic problems. Much new material is offered, aside from a rigorous mathematical development. Audience: The book is written as a text for graduate students in engineering, mathematics, operations research, computer science and other disciplines dealing with optimization theory. It is also addressed to all scientists in various fields who are interested in mathematical optimization.
  note: by Hoang Tuy.
  note: Electronic resource.
  subject:
    topic: Mathematics
  subject:
    topic: Information theory
  subject:
    topic: Electronic data processing
  subject:
    topic: Mathematical optimization
  subject:
    topic: Economics
  subject:
    topic: Economics
  subject:
    topic: Electronic data processing
  subject:
    topic: Information theory
  subject:
    topic: Mathematical optimization
  subject:
    topic: Mathematics
  classification: QA315-316
  classification: QA402.3
  classification: QA402.5-QA402.6
  classification: 515.64
  related item:
    title info:
      title: Nonconvex optimization and its applications ; 22
  identifier: 9781475728095 (electronic bk.)
  identifier: 1475728093 (electronic bk.)
  identifier: 9781441947833
  identifier: 1441947833
  identifier: 1475728093
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: AU@
    record creation date: 121231
    record change date: 20260422214940.2
    record identifier: in00003581675
    language of cataloging:
      language term: eng