These are the sample
pages from the textbook. This book covers the following topics: root finding,
orthogonal functions, finite differences, divided differences, interpolation,
curve fitting, ztransforms, summation formula, quadrature formula, ordinary
differential equations, partial differential equations, integral equations,
stability and error analysis, monte carlo techniques, message passing interface,
simulation modeling.
This PDF covers the following topics related to Numerical
Computation : Introduction, Error Analysis and Computer Arithmetic, Function
Evaluation, Nonlinear Equations, Interpolation, Differentiation and Richardson
Extrapolation, Integration, Linear Systems of Equations, Approximation, Ordinary
Differential Equations.
Author(s): Lars Elden, Linde Wittmeyer-Koch, Hans
Bruun Nielsen
This PDF covers the
following topics related to Numerical Computation : Modeling Immiscible Fluid
Flow in Porous Media, Basic Properties of Multiphase Flow Equations, Fully
Implicit Finite Volume Discretization, Solution of Algebraic Equations,
Parallelization, UG: A Framework for Unstructured Grid Computations, Numerical
Results.
This note explains the following topics: Numerical linear
algebra, nonlinear optimization, nonlinear least squares, introduction to
floating point numbers and rounding error, examples from signal and image
processing, control, machine learning.
This
note explains the following topics: computing with Matrices and Vectors, Direct
Methods for Linear Systems of Equations, DIrect Methods for Linear Least Squares
Problems, Filtering Algorithms, Data Interpolation and Data Fitting in 1D,
Approximation of Functions in 1D , Numerical Quadrature, Iterative Methods for
Non-Linear Systems of Equations, Eigenvalues, Numerical Integration, Structure
Preserving Integration.
This manual describes the
floating-point environment supported by software and hardware on SPARCTM and x86
platforms running the Solaris operating system.