Practical Mathematical Optimization

An Introduction to Basic Optimization Theory and Classical and New Gradient-Based Algorithms

Paperback Engels 2005 1e druk 9780387298245
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Samenvatting

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.

Specificaties

ISBN13:9780387298245
Taal:Engels
Bindwijze:paperback
Aantal pagina's:258
Uitgever:Springer US
Druk:1

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Inhoudsopgave

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

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        Practical Mathematical Optimization