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Viser: Numerical Optimization
Numerical Optimization
Jorge Nocedal og Stephen J. Wright
(2006)
Sprog: Engelsk
om ca. 2 hverdage
Detaljer Om Varen
- Hardback: 664 sider
- Udgiver: Springer New York (Juli 2006)
- Forfattere: Jorge Nocedal og Stephen J. Wright
- ISBN: 9780387303031
-Preface to the Second Edition. -Introduction. -Fundamentals of Unconstrained Optimization. -Line Search Methods. -Trust-Region Methods. -Conjugate Gradient Methods. -Quasi-Newton Methods. -Large-Scale Unconstrained Optimization. -Calculating Derivatives. -Derivative-Free Optimization. -Least-Squares Problems. -Nonlinear Equations. -Theory of Constrained Optimization. -Linear Programming: The Simplex Method. -Linear Programming: Interior-Point Methods. -Fundamentals of Algorithms for Nonlinear Constrained Optimization. -Quadratic Programming. -Penalty and Augmented Lagrangian Methods. -Sequential Quadratic Programming. -Interior-Point Methods for Nonlinear Programming. -Background Material. - Regularization Procedure.