Linear Programming Using MATLAB®. 1st ed. 2017
- 種類:
- 電子ブック
- 責任表示:
- by Nikolaos Ploskas, Nikolaos Samaras
- 出版情報:
- Cham : Springer International Publishing : Imprint: Springer, 2017
- 著者名:
- シリーズ名:
- Springer Optimization and Its Applications ; 127
- ISBN:
- 9783319659190 [3319659197]
- 注記:
- 1. Introduction -- 2. Linear Programming Algorithms -- 3. Linear Programming Benchmark and Random Problems -- 4. Presolve Methods -- 5. Scaling Techniques -- 6. Pivoting Rules -- 7. Basis Inverse and Update Methods -- 8. Revised Primal Simplex Algorithm -- 9. Exterior Point Simplex Algorithms -- 10. Interior Point Method -- 11. Sensitivity Analysis -- Appendix: MATLAB’s Optimization Toolbox Algorithms -- Appendix: State-of-the-art Linear Programming Solvers;CLP and CPLEX.
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, - ローカル注記:
- 学内専用E-BOOKS (local access only)
類似資料:
Springer International Publishing : Imprint: Springer |
Springer International Publishing : Imprint: Birkhäuser |
Springer International Publishing : Imprint: Springer |
Springer International Publishing : Imprint: Springer |
Springer International Publishing : Imprint: Springer |
Springer International Publishing : Imprint: Springer |
Springer Science+Business Media, LLC |
Springer International Publishing : Imprint: Springer |
Springer-Verlag Berlin Heidelberg and Hindustan Book Agency New Delhi |
Springer New York : Imprint: Springer |
Springer International Publishing : Imprint: Springer |
12
電子ブック
Mathematics, Computer Science and Logic - A Never Ending Story : The Bruno Buchberger Festschrift
Springer International Publishing : Imprint: Springer |