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...

Description complète

Enregistré dans:
Détails bibliographiques
Auteur principal : Corriou Jean-Pierre (Auteur)
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