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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Sun, Wenyu (Autor), Yuan, Ya-Xiang (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Springer Optimization and Its Applications, 1
Temas:
Mathematical optimization.
Numerical analysis.
Operations research.
Management science.
Mathematics-Data processing.
Optimization.
Numerical Analysis.
Operations Research, Management Science .
Computational Science and Engineering.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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