Practical Optimization : Algorithms and Engineering Applications

Practical Optimization: Algorithms and Engineering Applications provides a hands-on treatment of the subject of optimization. A comprehensive set of problems and exercises makes the book suitable for use in one or two semesters of a first-year graduate course or an advanced undergraduate course. Eac...

Description complète

Enregistré dans:
Détails bibliographiques
Auteurs principaux: Antoniou, Andreas, Lu, Wusheng (Auteur)
Format: Livre numérique
Langue:Anglais
Publié: New York, NY : Springer US : Imprint: Springer [20..].
Cham : Springer Nature
Accès en ligne:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Note: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Practical optimization, algorithms and engineering applications, Andreas Antoniou, Wu-Sheng Lu,..., New York, N.Y., Springer, 2007, 1 vol. (xvii-669 p.), 978-0-387-71106-5
Table des matières:
  • The Optimization Problem Basic Principles General Properties of Algorithms One-Dimensional Optimization Basic Multidimensional Gradient Methods Conjugate-Direction Methods Quasi-Newton Methods Minimax Methods Applications of Unconstrained Optimization Fundamentals of Constrained Optimization Linear Programming Part I: The Simplex Method Linear Programming Part II: Interior-Point Methods Quadratic and Convex Programming Semidefinite and Second-Order Cone Programming General Nonlinear Optimization Problems Applications of Constrained Optimization