Linear Programming Using MATLAB®
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 num...
Κύριοι συγγραφείς: | , |
---|---|
Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
|
Σειρά: | Springer Optimization and Its Applications,
127 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.