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Titlebook: Linear Programming Using MATLAB®; Nikolaos Ploskas,Nikolaos Samaras Book 2017 Springer International Publishing AG 2017 MATLAB linear prog

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书目名称Linear Programming Using MATLAB®
编辑Nikolaos Ploskas,Nikolaos Samaras
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概述Methodically presents all components of the simplex-type methods?.Enables readers to experiment with MATLAB® codes that are able to solve large-scale benchmark linear programs?.Contains 11 presolve te
丛书名称Springer Optimization and Its Applications
图书封面Titlebook: Linear Programming Using MATLAB®;  Nikolaos Ploskas,Nikolaos Samaras Book 2017 Springer International Publishing AG 2017 MATLAB linear prog
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..
出版日期Book 2017
关键词MATLAB linear programming; linear programming algorithms; parametric programming; scaling techniques; se
版次1
doihttps://doi.org/10.1007/978-3-319-65919-0
isbn_softcover978-3-319-88131-7
isbn_ebook978-3-319-65919-0Series ISSN 1931-6828 Series E-ISSN 1931-6836
issn_series 1931-6828
copyrightSpringer International Publishing AG 2017
The information of publication is updating

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Nikolaos Ploskas,Nikolaos Samarasemblers for a Linux orientation. All of the language‘s main features are covered in depth. The book requires only some basic experience with a structured, high-level language...Topics and Features: Introduces assembly language so that readers can benefit from learning its utility with both CISC and
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Presolve Methods,, and (xi) make coefficient matrix structurally full rank. Each method is presented with: (i) its mathematical formulation, (ii) a thorough numerical example, and (iii) its implementation in MATLAB. In addition, we discuss how to transform a solution back in terms of the original variables and const
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Sensitivity Analysis,problem (if necessary). We examine how the solution of an LP problem is affected when changes are made to the input data of the LP problem. Moreover, we examine changes in: (i) the cost vector, (ii) the right-hand side vector, and (iii) the coefficient of the constraints.
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