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350 sidor
2019

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.

Författare: Francisco J Aragn, Miguel A Goberna, Marco A Lpez, Margarita M L Rodrguez
Illustratör: Bibliographie 10 schwarz-weiße und 75 farbige Abbildungen
Format: Inbunden
ISBN: 9783030111830
Språk: Engelska
Antal sidor: 350
Utgivningsdatum: 2019-03-08
Förlag: Springer Nature Switzerland AG