Solutions Manual to accompany Nonlinear Programming E-Book

Mokhtar S. Bazaraa

• Herausgeber: John Wiley & Sons
• Kategorie: Wissenschaft und neue Technologien
• Sprache: Englisch

Seitenzahl: 176

Veröffentlichungsjahr: 2014

Beschreibung

As the Solutions Manual, this book is meant to accompany the main title, Nonlinear Programming: Theory and Algorithms, Third Edition. This book presents recent developments of key topics in nonlinear programming (NLP) using a logical and self-contained format. The volume is divided into three sections: convex analysis, optimality conditions, and dual computational techniques. Precise statements of algortihms are given along with convergence analysis. Each chapter contains detailed numerical examples, graphical illustrations, and numerous exercises to aid readers in understanding the concepts and methods discussed.

Leseprobe

TABLE OF CONTENTS

CHAPTER 1: INTRODUCTION

CHAPTER 2: CONVEX SETS

CHAPTER 3: CONVEX FUNCTIONS AND GENERALIZATIONS

CHAPTER 4: THE FRITZ JOHN AND KARUSH-KUHN-TUCKER OPTIMALITY CONDITIONS

CHAPTER 5: CONSTRAINT QUALIFICATIONS

CHAPTER 6: LAGRANGIAN DUALITY AND SADDLE POINT OPTIMALITY CONDITIONS

CHAPTER 7: THE CONCEPT OF AN ALGORITHM

CHAPTER 8: UNCONSTRAINED OPTIMIZATION

CHAPTER 9: PENALTY AND BARRIER FUNCTIONS

CHAPTER 10: METHODS OF FEASIBLE DIRECTIONS

CHAPTER 11: LINEAR COMPLEMENTARY PROBLEM, AND QUADRATIC, SEPARABLE, FRACTIONAL, AND GEOMETRIC PROGRAMMING

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ISBN 978-1-118-76237-0

CHAPTER 1:

INTRODUCTION

CHAPTER 2:

CONVEX SETS