Numerical Recipes in C
This book covers the following topics: Solution of Linear Algebraic Equations, Interpolation and Extrapolation, Evaluation of Functions, Special Functions, Random Numbers, Sorting, Root Finding and Nonlinear Sets of Equations, Minimization or Maximization of Functions, Eigensystems, Fourier and Spectral Applications, Statistical Description of Data, Integral Equations and Inverse Theory.
Author(s): NA
NA 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
Numerical Computation for Mechanical Engineers
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
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Numerical Methods for Computational Science and Engineering
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
839 Pages
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
NA Pages
Electronic Transactions on Numerical Analysis
Currently this section contains no detailed description for the page, will update this page soon.
Author(s):
Pages
LAPACK Users' Guide, 3rd Edition
This book covers the following topics: Computers for which LAPACK is Suitable, LAPACK Compared with LINPACK and EISPACK, LAPACK and the BLAS, Availability of LAPACK, Commercial Use of LAPACK, Installation of LAPACK, Documentation for LAPACK, Support for LAPACK and Errata in LAPACK.
Author(s): E. Anderson , Z. Bai , C. Bischof , L. S. Blackford , J. Demmel , J. Dongarra , J. Du Croz , A. Greenbaum , S. Hammarling , A. McKenney and D. Sorensen
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