Practical Optimization

Algorithms and Engineering Applications

  • Andreas Antoniou
  • Wu-Sheng Lu

About this book

Introduction

Practical Optimization: Algorithms and Engineering Applications provides a hands-on treatment of the subject of optimization. A comprehensive set of problems and exercises makes the book suitable for use in one or two semesters of a first-year graduate course or an advanced undergraduate course. Each half of the book contains a full semester’s worth of complementary yet stand-alone material. The practical orientation of the topics chosen and a wealth of useful examples also make the book suitable as a reference work for practitioners in the field.

Advancements in the efficiency of digital computers and the evolution of reliable software for numerical computation during the past three decades have led to a rapid growth in the theory, methods, and algorithms of numerical optimization. This body of knowledge has motivated widespread applications of optimization methods in many disciplines, e.g., engineering, business, and science, and has subsequently led to problem solutions that were considered intractable not too long ago.

Key Features:

    • extensively class-tested
    • provides a complete teaching package with MATLAB exercises and online solutions to end-of-chapter problems

    • includes recent methods of emerging interest such as semidefinite programming and second-order cone programming
    • presents a unified treatment of unconstrained and constrained optimization
    • uses a practical treatment of optimization accessible to broad audience, from college students to scientists and industry professionals

    • provides a thorough appendix with background theory so non-experts can understand how applications are solved from point of view of optimization

Keywords

MATLAB algorithm algorithms computer computer-aided design (CAD) linear optimization nonlinear optimization optimization programming

Authors and affiliations

  • Andreas Antoniou
    • 1
  • Wu-Sheng Lu
    • 1
  1. 1.Department of ECEUniversity of VictoriaBritish ColumbiaCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-0-387-71107-2
  • Copyright Information Springer Science+Business Media, LLC 2007
  • Publisher Name Springer, Boston, MA
  • eBook Packages Engineering
  • Print ISBN 978-0-387-71106-5
  • Online ISBN 978-0-387-71107-2
  • About this book