Numerical methods and optimization : theory and practice for engineers
This text, covering a very large span of numerical methods and optimization, is primarily aimed at advanced undergraduate and graduate students. A background in calculus and linear algebra are the only mathematical requirements. The abundance of advanced methods and practical applications will be at...
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Auteur principal : | |
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Format : | Livre |
Langue : | anglais |
Titre complet : | Numerical methods and optimization : theory and practice for engineers / Jean-Pierre Corriou |
Publié : |
Cham :
Springer
, C 2021 |
Description matérielle : | 1 vol. (xx-715 p.) |
Collection : | Springer optimization and its applications (Print) ; 187 |
Sujets : |
- 1. Interpolation and Approximation
- 2. Numerical Integration
- 3. Equation Solving by Iterative Methods
- 4. Numerical Operations on Matrices
- 5. Numerical Solution of Systems of Algebraic Equations
- 6. Numerical Integration of Ordinary Differential Equations
- 7. Numerical Integration of Partial Differential Equations
- 8. Analytical Methods for Optimization
- 9. Numerical Methods of Optimization
- 10. Linear Programming
- 11. Quadratic Programming and Nonlinear Optimization
- 12. Dynamic optimization