Nonlinear programming

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Dades bibliogràfiques
Autor principal: Bertsekas, Dimitri P., 1942-
Format: Livre papier
Idioma:Anglais
Publicat: Belmont (Mass.) : Athena Scientific C 2016.
Edició:Third edition.
Col·lecció:Athena scientific optimization and computation series 1
Matèries:
Autres localisations: Voir dans le Sudoc
Taula de continguts:
  • 1. Unconstrained optimization : basic methods
  • 2. Unconstrained optimization : additional methods
  • 3. Optimization over a convex set
  • 4. Lagrange multiplier theorys
  • 5. Lagrange multiplier algortithms
  • 6. Duality and convex programming
  • 7. Dual methods.
  • Appendix A : mathematical background
  • Appendix B : convex analysis
  • Appendix C : line search methods
  • Appendix D : implementation of Newton's method.