E-Book, Englisch, Band 1, 688 Seiten, eBook
Sun / Yuan Optimization Theory and Methods
1. Auflage 2006
ISBN: 978-0-387-24976-6
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
Nonlinear Programming
E-Book, Englisch, Band 1, 688 Seiten, eBook
Reihe: Springer Optimization and Its Applications
ISBN: 978-0-387-24976-6
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
Optimization Theory and Methods can be used as a textbook for an optimization course for graduates and senior undergraduates. It is the result of the author's teaching and research over the past decade. It describes optimization theory and several powerful methods. For most methods, the book discusses an idea's motivation, studies the derivation, establishes the global and local convergence, describes algorithmic steps, and discusses the numerical performance.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Line Search.- Newton’s Methods.- Conjugate Gradient Method.- Quasi-Newton Methods.- Trust-Region Methods and Conic Model Methods.- Solving Nonlinear Least-Squares Problems.- Theory of Constrained Optimization.- Quadratic Programming.- Penalty Function Methods.- Feasible Direction Methods.- Sequential Quadratic Programming.- Trust-Region Methods for Constrained Problems.- Nonsmooth Optimization.
