Nonlinear Optimization with Engineering Applications
This textbook examines a broad range of problems in science and engineering, describing key numerical methods applied to real life. The case studies presented are in such areas as data fitting, vehicle route planning and optimal control, scheduling and resource allocation, sensitivity calculations a...
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| Autor principal: | |
|---|---|
| Format: | Livre numérique |
| Idioma: | Anglais |
| Publicat: |
New York, NY :
Springer US
[20..].
Cham : Springer Nature |
| Edició: | 1st ed. 2008. |
| Col·lecció: | Springer Optimization and Its Applications
19 |
| Matèries: | |
| Accés en línia: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
L'impression du document génère 295 p. Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • From Brownian motion to Schrödinger's Equation, Kai Lai Chung, Zhongxin Zhao, 1995, Berlin, Springer, 1 vol. (XII-287 p.), Grundlehren der mathematischen Wissenschaften, 3-540-57030-6 • Nonlinear Optimization with Engineering Applications, Texte imprimé, 9781441946218 • Nonlinear optimization with engineering applications, by Michael Bartholomew-Biggs,..., New York, Springer, 2008, 1 vol. (XVI-280 p.), Springer optimization and its applications, 978-0-387-78722-0 |
Taula de continguts:
- Introducing Optimization One-variable Optimization Applications in n Variables n-Variable Unconstrained Optimization Direct Search Methods Computing Derivatives The Steepest Descent Method Weak Line Searches and Convergence Newton and Newton-like Methods Quasi-Newton Methods Conjugate Gradient Methods ASummary of Unconstrained Methods Optimization with Restrictions Larger-Scale Problems Global Unconstrained Optimization Equality Constrained Optimization Linear Equality Constraints Penalty Function Methods Sequential Quadratic Programming Inequality Constrained Optimization Extending Equality Constraint Methods Barrier Function Methods Interior Point Methods A Summary of Constrained Methods The OPTIMA Software