Sergiy Butenko, Panos M. Pardalos

Numerical Methods and Optimization (eBook, PDF)

An Introduction

• Format: PDF

Produktbeschreibung

This book combines the materials from introductory numerical methods and introductory optimization courses into a single text. This classroom-tested approach enriches a standard numerical methods syllabus with optional chapters on numerical optimization and provides a valuable numerical methods background for students taking an introductory optimization or operations research course. The book includes some mathematical proofs as samples of rigorous analysis but in most cases, uses only examples to illustrate the concepts. A MATLAB guide and code are available for download.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 412
• Erscheinungstermin: 11. März 2014
• Englisch
• ISBN-13: 9781466577787
• Artikelnr.: 57081659

Autorenporträt

Sergiy Butenko, Panos M. Pardalos

Inhaltsangabe

Basics: Preliminaries. Numbers and Errors. Numerical Methods for Standard
Problems: Elements of Numerical Linear Algebra. Solving Equations.
Polynomial Interpolation. Numerical Integration. Numerical Solution of
Differential Equations. Introduction to Optimization: Basic Concepts.
Complexity Issues. Introduction to Linear Programming. The Simplex Method
for Linear Programming. Duality and Sensitivity Analysis in Linear
Programming. Unconstrained Optimization. Constrained Optimization. Notes
and References. Bibliography. Index.