Numerical optimization /
Nocedal, Jorge.
Numerical optimization / Jorge Nocedal, Stephen J. Wright. - 2nd ed. - New York : Springer, c2006. - xxii, 664 p. : ill. ; 25 cm. - Springer series in operations research and financial engineering . - Springer series in operations research. .
Includes bibliographical references (p. [637]-652) and index.
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. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. 16. 17. 18. 19.
9788132204800
977011879 GyFmDB
Mathematical optimization.
Optimaliseren.
Numerieke methoden.
QA402.5 / .N62 2006
Numerical optimization / Jorge Nocedal, Stephen J. Wright. - 2nd ed. - New York : Springer, c2006. - xxii, 664 p. : ill. ; 25 cm. - Springer series in operations research and financial engineering . - Springer series in operations research. .
Includes bibliographical references (p. [637]-652) and index.
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. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. 16. 17. 18. 19.
9788132204800
977011879 GyFmDB
Mathematical optimization.
Optimaliseren.
Numerieke methoden.
QA402.5 / .N62 2006