Linear Programming Foundations and Extensions /

Linear Programming: Foundations and Extensions is an introduction to the field of optimization. The book emphasizes constrained optimization, beginning with a substantial treatment of linear programming, and proceeding to convex analysis, network flows, integer programming, quadratic programming, an...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Vanderbei, Robert J. (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: New York, NY : Springer US : Imprint: Springer, 2008.
Édition:3rd ed. 2008.
Collection:International Series in Operations Research & Management Science, 114
Sujets:
Operations research.
Management science.
Mathematical optimization.
Mathematical models.
Industrial Management.
Industrial engineering.
Production engineering.
Operations Research, Management Science .
Operations Research and Decision Theory.
Optimization.
Mathematical Modeling and Industrial Mathematics.
Industrial and Production Engineering.
Accès en ligne:Texto Completo
Table des matières:
  • Basic Theory-The Simplex Method and Duality
  • 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
  • Network Flow Problems
  • Applications
  • Structural Optimization
  • Interior-Point Methods
  • The Central Path
  • A Path-Following Method
  • The KKT System
  • Implementation Issues
  • The Affine-Scaling Method
  • The Homogeneous Self-Dual Method
  • Extensions
  • Integer Programming
  • Quadratic Programming
  • Convex Programming.

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