Nonlinear optimization

Nonlinear optimization

by Aragón, Francisco J

Type Book
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This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization. Definitions, proofs, and numerical methods are well illustrated and all chapters contain compelling exercises. The exercises emphasize fundamental theoretical results on optimality and duality theorems, numeri…

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Title Statements

  • Full title :Nonlinear optimization / Francisco J. Aragón, Miguel A. Goberna, Marco A. López, Margarita M.L. Rodríguez.

Summary

This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization. Definitions, proofs, and numerical methods are well illustrated and all chapters contain compelling exercises. The exercises emphasize fundamental theoretical results on optimality and duality theorems, numerical methods with or without constraints, and derivative-free optimization. Selected solutions are given. Applications to theoretical results and numerical methods are highlighted to help students comprehend methods and techniques.

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Edition Statements

  • Publication Date:2019

Publication Statements

  • Publisher(s):Springer
  • Place of Publication:Cham, Switzerland
  • Language:eng
  • Publication Date:2019

The Physical Object

  • Description:xiv, 350 Seiten : : Illustrationen

Edition Identifiers

  • ISBN:9783030111830, 3030111830, 9783030111854, 3030111857
  • oclc:on1105618508
  • LC Classification:QA402.5-402.6
  • Dewey Decimal:519.6

Subjects

Mathematical optimization Nichtlineare Optimierung Nonlinear theories Optimisation mathématique Théories non linéaires

Writers

Aragón, Francisco J Goberna, Miguel A. López, Marco A Rodríguez, Margarita M. L.

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