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Linear Programming Using MATLAB® - Nikolaos Ploskas,Nikolaos Samaras

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2017-11-10
190,56 € 254,08 €

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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 sophis ... Visas aprašymas

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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.

Daugiau informacijos

Autorius Nikolaos Ploskas, Nikolaos Samaras
Leidėjas Springer Nature Switzerland
Series Springer Optimization and Its Applications
Išleidimo metai 2017
Viršelio tipas Kieti viršeliai
EAN 9783319659176
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190,56 € 254,08 €