A first course in numerical methods /
This book is designed for students and researchers who seek practical knowledge of modern techniques in scientific computing. Avoiding encyclopedic and heavily theoretical exposition, the book provides an in-depth treatment of fundamental issues and methods, the reasons behind the success and failur...
Clasificación: | Libro Electrónico |
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Autores principales: | , |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Philadelphia :
SIAM, Society for Industrial and Applied Mathematics,
[2011]
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Colección: | Computational science and engineering.
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Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Numerical algorithms
- Roundoff errors
- Nonlinear equations in one variable
- Linear algebra background
- Linear systems: direct methods
- Linear least squares problems
- Linear systems : iterative methods
- Eigenvalues and singular values
- Nonlinear systems and optimization
- Polynomial interpolation
- Piecewise polynomial interpolation
- Best approximation
- Fourier Transform
- Numerical differentiation
- Numerical integration
- Differential equations.