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
NA Pages 
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
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
