Numerical Linear Algebra

Many scientific computational problems in various areas of application involve vectors and matrices. Programming languages such as C provide the capabilities for working with the individual elements but not directly with the arrays. Modern Fortran and higher-level languages such as Octave or MATLAB and R allow direct manipulation of objects that represent vectors and matrices. The vectors and matrices are arrays of floating-point numbers.