Linear programming using MATLAB® / Nikolaos Ploskas, Nikolaos Samaras.

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Linear programming using MATLAB® / Nikolaos Ploskas, Nikolaos Samaras.

9783319659190 (electronic book)
3319659197 (electronic book)
9783319659176
3319659170

Cham : Springer, 2017.

English

1 online resource (xvii, 637 pages) : illustrations.

10.1007/978-3-319-65919-0 doi

T57.74

519.7/2
519.6

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.-- Provided by publisher.

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Springer optimization and its applications ; v. 127.

Print version: 9783319659176

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