Andreas Antoniou,
Wu-Sheng Lu
Springer US
2e druk, 2021
9781071608418
Practical Optimization
Algorithms and Engineering Applications
Specificaties
Gebonden, blz.
|
Engels
Springer US |
2e druk, 2021
ISBN13: 9781071608418
Rubricering
Onderdeel van serie
Texts in Computer Science
Levertijd ongeveer 8 werkdagen
Samenvatting
This textbook provides a hands-on treatment of the subject of optimization. A comprehensive set of problems and exercises makes it suitable for use in one or two semesters of an advanced undergraduate course or a first-year graduate 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 as a reference work for practitioners in the field.
In this second edition the authors have added sections on recent innovations, techniques, and methodologies.
Specificaties
ISBN13:9781071608418
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer US
Druk:2
Inhoudsopgave
<p>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.</p>