Nonlinear Programming : : An Introduction / / Peter Zörnig.

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 bibliograp...

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Superior document:Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1
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Place / Publishing House:Berlin ;, Boston : : De Gruyter, , [2014]
©2014
Year of Publication:2014
Language:English
Series:De Gruyter Textbook
Online Access:
Physical Description:1 online resource (350 p.)
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245 1 0 |a Nonlinear Programming :  |b An Introduction /  |c Peter Zörnig. 
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505 0 0 |t Frontmatter --   |t Preface --   |t Contents --   |t Notations --   |t 1 Introduction --   |t Part I: Theoretical foundations --   |t 2 Optimality conditions --   |t 3 The convex optimization problem --   |t 4 Karush–Kuhn–Tucker conditions and duality --   |t Part II: Solution methods --   |t 5 Iterative procedures and evaluation criteria --   |t 6 Unidimensional minimization --   |t 7 Unrestricted minimization --   |t 8 Linearly constrained problems --   |t 9 Quadratic problems --   |t 10 The general problem --   |t 11 Nondifferentiable and global optimization --   |t Appendix: Solutions of exercises --   |t References --   |t Index 
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520 |a 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. 
538 |a Mode of access: Internet via World Wide Web. 
546 |a In English. 
588 0 |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 29. Nov 2021) 
650 0 |a Nonlinear programming  |v Textbooks. 
650 4 |a Lehrbuch. 
650 4 |a Nichtlineare Optimierung. 
650 7 |a MATHEMATICS / General.  |2 bisacsh 
653 |a Convex optimization. 
653 |a Linear and quadratic constraints. 
653 |a Nondifferential and global optimization. 
653 |a Optimality conditions. 
653 |a Penalty methods. 
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