Optimization for Decision Making Linear and Quadratic Models /

• Κύριος συγγραφέας: Murty, Katta G. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2010.
• Σειρά: International Series in Operations Research & Management Science, 137
• Θέματα: Mathematics.; Operations research.; Decision making.; Mathematical models.; Mathematical optimization.; Management science.; Industrial engineering.; Production engineering.; Mathematical Modeling and Industrial Mathematics.; Operation Research/Decision Theory.; Operations Research, Management Science.; Optimization.; Industrial and Production Engineering.

Optimization for Decision Making: Linear and Quadratic Models is a first-year graduate level text that illustrates how to formulate real world problems using linear and quadratic models; how to use efficient algorithms – both old and new – for solving these models; and how to draw useful conclusions...

Πίνακας περιεχομένων:

• Linear Equations, Inequalities, Linear Programming: A Brief Historical Overview
• Formulation Techniques Involving Transformations of Variables
• Intelligent Modeling Essential to Get Good Results
• Polyhedral Geometry
• Duality Theory and Optimality Conditions for LPs
• Revised Simplex Variants of the Primal and Dual Simplex Methods and Sensitivity Analysis
• Interior Point Methods for LP
• Sphere Methods for LP
• Quadratic Programming Models.