Linear Programming Foundations and Extensions /

• Κύριος συγγραφέας: Vanderbei, Robert J. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2014.
• Έκδοση: 4th ed. 2014.
• Σειρά: International Series in Operations Research & Management Science, 196
• Θέματα: Business.; Operations research.; Decision making.; Mathematical optimization.; Management science.; Business and Management.; Operation Research/Decision Theory.; Operations Research, Management Science.; Optimization.

This Fourth Edition introduces the latest theory and applications in optimization. It emphasizes constrained optimization, beginning with a substantial treatment of linear programming and then proceeding to convex analysis, network flows, integer programming, quadratic programming, and convex optimi...

Πίνακας περιεχομένων:

• Introduction
• The Simplex Method
• Degeneracy
• Efficiency of the Simplex Method
• Duality Theory
• The Simplex Method in Matrix Notation
• Sensitivity and Parametric Analyses
• Implementation Issues
• Problems in General Form
• Convex Analysis
• Game Theory
• Regression
• Financial Applications
• Network-Type Problems
• Applications
• Structural Optimization
• The Central Path
• A Path-Following Method
• The KKT System
• Implementation Issues
• The Affine-Scaling Method
• The Homogeneous Self-Dual Method
• Integer Programming
• Quadratic Programming
• Convex Programming.