This book presents basic optimization principles and gradient-based algorithms to a general audience, in a brief and easy-to-read form. It enables professionals to apply optimization theory to engineering, physics, chemistry, or business economics.
Reihe
Auflage
Sprache
Verlagsort
Zielgruppe
Illustrationen
Maße
Höhe: 23.5 cm
Breite: 15.5 cm
Gewicht
ISBN-13
978-0-387-24348-1 (9780387243481)
DOI
Schweitzer Klassifikation
Preface
Table of Notation Chapter 1. Introduction
Chapter 2. Line Search Descent Methods for Unconstrained Minimization
Chapter 3. Standard Methods for Constrained Optimization
Chapter 4. New Gradient-Based Trajectory and Approximation Methods
Chapter 5. Example Problems
Chapter 6. Some Theorems
Chapter 7. The Simplex Method for Linear Programming Problems Bibliography
Index