Introduction to Numerical Computation
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
383 Pages 
Numerical Computation by Peter Bastian
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.
Author(s): Peter Bastian
236 Pages
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.
Author(s): Prof. L. Vandenberghe
NA Pages
