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: Numerical Methods and Optimization
    sub title: Theory and Practice for Engineers
  name:
    name part: Corriou, Jean-Pierre.
    role:
      role term: creator
    role:
      role term: author.
    role:
      role term: aut
    role:
      role term: http://id.loc.gov/vocabulary/relators/aut
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: sz
    date issued: 2021
    edition: 1st ed. 2021.
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (XX, 715 pages 228 illustrations, 154 illustrations in color)
  abstract: This text, covering a very large span of numerical methods and optimization, is primarily aimed at advanced undergraduate and graduate students. A background in calculus and linear algebra are the only mathematical requirements. The abundance of advanced methods and practical applications will be attractive to scientists and researchers working in different branches of engineering. The reader is progressively introduced to general numerical methods and optimization algorithms in each chapter. Examples accompany the various methods and guide the students to a better understanding of the applications. The user is often provided with the opportunity to verify their results with complex programming code. Each chapter ends with graduated exercises which furnish the student with new cases to study as well as ideas for exam/homework problems for the instructor. A set of programs made in Matlab™ is available on the author's personal website and presents both numerical and optimization methods.
  table of contents: Preface.-Nomenclature -- 1. Interpolation and Approximation -- 2. Numerical Integration -- 3. Equation Solving by Iterative Methods -- 4. Numerical Operations on Matrices -- 5. Numerical Solution of Systems of Algebraic Equations -- 6. Numerical Integration of Ordinary Differential Equations -- 7. Numerical Integration of Partial Differential Equations -- 8. Analytical Methods for Optimization -- 9. Numerical Methods of Optimization -- 10. Linear Programming -- 11. Quadratic Programming and Nonlinear Optimization -- 12. Dynamic optimization -- Index.
  note: by Jean-Pierre Corriou.
  subject:
    topic: Mathematical optimization
  subject:
    topic: Mathematics-Data processing
  subject:
    topic: Optimization
  subject:
    topic: Computational Mathematics and Numerical Analysis
  classification: QA402.5-402.6
  classification: 519.6
  related item:
    title info:
      title: Springer Nature eBook
  related item:
    title info:
      title: Springer Optimization and Its Applications, 187
  identifier: 9783030893668
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record creation date: 220104
    record change date: 20230330185447.5
    record identifier: in00004556717