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Book 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.

Book details

Book category Books in English Mathematics & science Mathematics Calculus & mathematical analysis

• Full title: Linear Programming Using MATLAB (R)
• Author: Nikolaos Ploskas, Nikolaos Samaras
• Language: English
• Binding: Hardback
• Number of pages: 637
• EAN: 9783319659176
• ISBN: 3319659170
• ID: 16796183
• Publisher: Springer International Publishing AG
• Weight: 1092 g
• Dimensions: 292 × 240 × 41 mm
• Date of publishing: 10. November 2017

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