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Linear Programming Using MATLAB®
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Linear Programming Using MATLAB®
Ploskas, Nikolaos; Samaras, Nikolaos
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.
Details
Published by: Springer
Publication Date: 2018-08-25
Format: Paperback
ISBN-13: 9783319881317
DOI: 10.1007/978-3-319-65919-0
Dimensions: 235cm x155cm
Pages: 637