Introduction to Nonlinear Optimization: Theory, Algorithms, and Applications with MATLAB

Research output: Book/ReportBookpeer-review

Abstract

"This book provides the foundations of the theory of nonlinear optimization as well as some related algorithms and presents a variety of applications from diverse areas of applied sciences. The author combines three pillars of optimization-theoretical and algorithmic foundation, familiarity with various applications, and the ability to apply the theory and algorithms on actual problems-and rigorously and gradually builds the connection between theory, algorithms, applications, and implementation."--Publisher's description.
Original languageEnglish
Place of PublicationPhiladelphia
PublisherSociety for Industrial and Applied Mathematics (SIAM)
Number of pages282
Volume19
ISBN (Electronic)1523109386, 1611973643, 1611973651, 9781611973648, 978-1-5231-0938-8
ISBN (Print)978-1-611973-64-8
StatePublished - 2014

Publication series

NameMOS-SIAM series on optimization
PublisherSociety for Industrial and Applied Mathematics; Mathematical Optimization Society

ULI Keywords

  • uli
  • MATLAB
  • Mathematical optimization
  • Nonlinear theories
  • MATLAB (Computer program)
  • Matrix laboratory
  • Optimization (Mathematics)
  • Optimization techniques
  • Optimization theory
  • Systems optimization
  • Nonlinear problems
  • Nonlinearity (Mathematics)

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