Linear Programming Using MATLAB® (Springer Optimization and Its Applications)

Nikolaos Ploskas, Nikolaos Samaras

  • 出版商: Springer
  • 出版日期: 2017-11-10
  • 售價: $5,750
  • 貴賓價: 9.5$5,463
  • 語言: 英文
  • 頁數: 637
  • 裝訂: Hardcover
  • ISBN: 3319659170
  • ISBN-13: 9783319659176
  • 相關分類: MatlabR 語言

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商品描述

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.