TY - BOOK TI - Linear programming using Matlab SN - 9783319659176 PY - 2017/// CY - New York, NY PB - Cham KW - Linear programming KW - sears KW - Computer science -- Mathematics KW - Mathematics N2 - 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 MATLABĀ® code. The MATLABĀ® 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 UR - https://drive.google.com/file/d/1Iq4Bq9lLXpBY-wx1rzxlh9-DV3Qdh224/view?usp=sharing ER -