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:
    non sort: An
    title: introduction to continuous optimization
    sub title: foundations and fundamental algorithms
  name:
    name part: Andréasson, Niclas
    name part: 1976-
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Evgrafov, Anton
    name part: 1978-
    role:
      role term: author.
  name:
    name part: Patriksson, Michael
    role:
      role term: author.
  name:
    name part: Gustavsson, Emil
    name part: 1987-
    role:
      role term: author.
  type of resource: text
  genre: bibliography
  origin info:
    place:
      place term: nyu
    date issued: 2020
    copyright date: 2020
    edition: Third edition, Dover edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: print
    extent: xvii, 492 pages : illustrations ; 23 cm.
  abstract: This text was developed from course notes written by Michael Patriksson and used over several years at Chalmers University of Technology. The book's main focus is on providing a basis for the analysis of optimization models and of candidate optimal solutions, especially for continuous (even differentiable) optimization models. The main part of the mathematical material therefore concerns the analysis and algebra that underlie the workings of convexity and duality and necessary/sufficient local/global optimality conditions for unconstrained and constrained optimization problems. Starting with a brief introduction, the text covers fundamentals, optimality conditions, linear programming and algorithms. The final chapter consists of exercises, for which solutions are provided. Suitable for advanced undergraduates and graduate students of mathematics/operations research, the treatment requires some background in linear algebra, real analysis and logic.
  note: Niclas Andréasson, Anton Evgrafov, and Michael Patriksson ; with Emil Gustavsson [and three others].
  note: A revised and corrected republication of the second edition of the work originally published: Stockholm : Studentlitteratur AB, 2013, which was itself a corrected and expanded revision of the work originally published: Stockholm : Studentlitteratur AB, 2007.
  note: Based on course notes written by Michael Patriksson and used in courses at Chalmers University of Technology, Göteborg, Sweden.
  note: Includes bibliographical references and index.
  subject:
    topic: Mathematical optimization
  classification: QA402.5 .A5285 2020
  classification: 519.6
  identifier: 9780486802879
  identifier: 0486802876
  identifier: 2019040589
  record info:
    record content source: DLC
    record creation date: 190910
    record change date: 20200729072405.0
    record identifier: in00004095657