Numerical optimization / Jorge Nocedal, Stephen J. Wright.
Material type:
- 9788132204800
- QA402.5 .N62 2006
- 83.03
Item type | Current library | Call number | Status | Barcode | |
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General Collection | Main Campus Library General Stacks | QA402.5 .N62 2006 (Browse shelf(Opens below)) | Available | 00024728 |
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QA402.3 .P688 2008 Advanced mathematical tools for automatic control engineers / | QA402.35 .I43 2000 LAGRANGIAN AND HAMILTONIAN METHODS FOR NONLINEAR CONTROL | QA402.35 .N66 2010 Nonlinear Control Systems with Discontinuity: Theory and practice/ | QA402.5 .N62 2006 Numerical optimization / | QA403.5 .W43 2017 DISCRETE AND CONTINUOUS FOURIER ANALYSIS / | QA432.D37 2017 LAPLACE AND FOURIER TRANFORMS FOR PHYSICISTS AND ENGINEERS/ | QA432.D37 2017 LAPLACE AND FOURIER TRANFORMS FOR PHYSICISTS AND ENGINEERS/ |
Includes bibliographical references (p. [637]-652) and index.
1. Introduction -- 2. Fundamentals of unconstrained optimization -- 3. Line search methods -- 4. Trust-region methods -- 5. Conjugate gradient methods -- 6. Quasi-Newton methods -- 7. Large-scale unconstrained optimization -- 8. Calculating derivatives -- 9. Derivative-free optimization -- 10. Least-squares problems -- 11. Nonlinear equations -- 12. Theory of constrained optimization -- 13. Linear programming : the simplex method -- 14. Linear programming : interior-point methods -- 15. Fundamentals of algorithms for nonlinear constrained optimization -- 16. Quadratic programming -- 17. Penalty and augmented Lagrangian methods -- 18. Sequential quadratic programming -- 19. Interior-point methods for nonlinear programming.
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