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.
| ISBN: | 9783319659176 |
| Publication date: | 10th November 2017 |
| Author: | Nikolaos Ploskas, Nikolaos Samaras |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Hardback |
| Pagination: | 637 pages |
| Series: | Springer Optimization and Its Applications |
| Genres: |
Optimization Mathematical and statistical software Algorithms and data structures Mathematical theory of computation |
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.
Linear Programming Using MATLAB¬ features in the following genres: Optimization, Mathematical and statistical software, Algorithms and data structures, Mathematical theory of computation
Hardback. £116.99, down from the £129.99 cover price. Not Available.
Linear Programming Using MATLAB¬ was written by Nikolaos Ploskas, Nikolaos Samaras and published by Springer an imprint of Springer International Publishing
Linear Programming Using MATLAB¬ has 637 pages
Yes it is part of Springer Optimization and Its Applications series
£116.99, reduced from £129.99. Not Available.