Optimization Theory and Methods Nonlinear Programming /

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
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:
Διαθέσιμο Online:Full Text via HEAL-Link
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.