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  • Obálka knihy  Linear Programming Using MATLAB (R) od Ploskas Nikolaos, ISBN:  9783319659176 Obálka knihy  Linear Programming Using MATLAB (R) od Ploskas Nikolaos, ISBN:  9783319659176

Linear Programming Using MATLAB (R)

Od

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(R) code. The MATLAB(R) 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.

  • Jazyk: Angličtina
  • Vazba: Pevná vazba
  • ISBN13 (EAN): 9783319659176
  • Kategorie: Maths for computer scientists
  • Počet stran: 637
  • Rozměry (mm): 235 x 155
  • Vydavatel: Springer International Publishing AG
  • Rok vydání: 2017

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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(R) code. The MATLAB(R) 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.

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