Nonlinear Programming
An Introduction
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Beschreibung
This book is an introduction to nonlinear programming. It deals with the theoretical foundations and solution methods, beginning with the classical procedures and reaching up to “modern” methods like trust region methods or procedures for nonlinear and global optimization. A comprehensive bibliography including diverse web sites with information about nonlinear programming, in particular software, is presented. Without sacrificing the necessary mathematical rigor, excessive formalisms are avoided. Several examples, exercises with detailed solutions, and applications are provided, making the text adequate for individual studies.
The book is written for students from the fields of applied mathematics, engineering, economy, and computation.
Autor*in
Peter Zörnig
Themen in »Nonlinear Programming«
Nichtlineare Optimierung Lehrbuch Optimality conditions Convex optimization Linear and quadratic constraints Penalty methods Nondifferential and global optimization