Optimization Theory and Methods Nonlinear Programming /

• Κύριοι συγγραφείς: Sun, Wenyu (Συγγραφέας), Yuan, Ya-Xiang (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2006.
• Σειρά: Springer Optimization and Its Applications ; 1
• Θέματα: Mathematics.; Computer mathematics.; Numerical analysis.; Mathematical optimization.; Operations research.; Management science.; Optimization.; Numerical Analysis.; Operations Research, Management Science.; Computational Science and Engineering.

This book, a result of the authors’ teaching and research experience in various universities and institutes over the past ten years, can be used as a textbook for an optimization course for graduates and senior undergraduates. It systematically describes optimization theory and several powerful meth...

Πίνακας περιεχομένων:

• 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.