This PDF covers the following topics related to Numerical Computation : Finite arithmetic and error analysis, Nonlinear equations, Interpolation and approximation, Numerical differentiation and integration, Systems of linear equations, Optimization.
Author(s): Gonzalo Galiano Casas, Esperanza Garcia Gonzalo, Dept. of Mathematics, Oviedo University
114Pages
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
236Pages
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
NAPages
This note introduces elementary programming concepts including variable types, data structures, and flow control. After an introduction to linear algebra and probability, it covers numerical methods relevant to mechanical engineering, including approximation, integration, solution of linear and nonlinear equations, ordinary differential equations, and deterministic and probabilistic approaches.
Author(s): Prof. Anthony T. Patera, Prof. Daniel Frey and Prof. Nicholas Hadjiconstantinou
NAPages
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.
Author(s): Prof. R. Hiptmair
839Pages
This note explains the following topics: Computer arithmetic, Polynomial interpolation, Splines, Numerical integration, Numerical solution of nonlinear equations, Direct methods for linear systems, Iterative solvers for linear systems, Least Squares, ODEs.
Author(s): Wen Shen
102Pages
This manual describes the floating-point environment supported by software and hardware on SPARCTM and x86 platforms running the Solaris operating system.
Author(s): Sun microsystems
NAPages
