Andreas Antoniou,
Wu-Sheng Lu
Springer US
2007e druk, 2007
9780387711065
Practical Optimization
Algorithms and Engineering Applications
Specificaties
Gebonden, 670 blz.
|
Engels
Springer US |
2007e druk, 2007
ISBN13: 9780387711065
Rubricering
Levertijd ongeveer 8 werkdagen
Samenvatting
Practical Optimization: Algorithms and Engineering Applications is 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. Each half of the book contains a full semester’s worth of complementary yet stand-alone material. The practical orientation of the topics chosen and a wealth of useful examples also make the book suitable for practitioners in the field.
Specificaties
ISBN13:9780387711065
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:670
Uitgever:Springer US
Druk:2007
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
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.