Linear Programming Using MATLAB®

Nikolaos Samaras, Nikolaos Ploskas

ISBN 10: 3319881310 / ISBN 13: 9783319881317

Published by Springer International Publishing, 2018

About this Item

Zustand: Sehr gut | Seiten: 660 | Sprache: Englisch | Produktart: Bücher.

Seller Inventory # 34236013/2

Bibliographic Details

• Title: Linear Programming Using MATLAB®
• Publisher: Springer International Publishing
• Publication Date: 2018
• Language: English
• ISBN 10: 3319881310
• ISBN 13: 9783319881317
• Binding: Soft cover
• Condition: Sehr gut
• Seller catalogs:
  • Bücher

About this title

Synopsis

This book offers a theoretical and computational presentation of a variety of linear programming algorithms and methods with an emphasis on the revised simplex method and its components. A theoretical background and mathematical formulation is included for each algorithm as well as comprehensive numerical examples and corresponding MATLAB® code. The MATLAB® implementations presented in this book  are sophisticated and allow users to find solutions to large-scale benchmark linear programs. Each algorithm is followed by a computational study on benchmark problems that analyze the computational behavior of the presented algorithms.

As a solid companion to existing algorithmic-specific literature, this book will be useful to researchers, scientists, mathematical programmers, and students with a basic knowledge of linear algebra and calculus.  The clear presentation enables the reader to understand and utilize all components of simplex-type methods, such as presolve techniques, scaling techniques, pivoting rules, basis update methods, and sensitivity analysis.