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Nonlinear Optimization

Methods and Applications

Medium: Buch
ISBN: 978-3-030-19461-1
Verlag: Springer International Publishing
Erscheinungstermin: 18.11.2019
Lieferfrist: bis zu 10 Tage

This book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a diverse mix of fields, e.g. location analysis, traffic planning, and water quality management, to name but a few. In turn, the book presents a formal description of optimality conditions, followed by an in-depth discussion of the main solution techniques. Each method is formally described, and then fully solved using a numerical example.


Produkteigenschaften


  • Artikelnummer: 9783030194611
  • Medium: Buch
  • ISBN: 978-3-030-19461-1
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 18.11.2019
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2019
  • Serie: International Series in Operations Research & Management Science
  • Produktform: Gebunden
  • Gewicht: 735 g
  • Seiten: 366
  • Format (B x H x T): 160 x 241 x 26 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Introduction.- Unconstrained Optimization.- Applications of Nonlinear Programming.- Optimality Conditions and Duality Theory.- General Solution Methods for Constrained Optimization.- Methods for Linearly Constrained Problems.- Methods for Nonlinearly Constrained Problems.- Geometric Programming.