By Granville Sewell

This ebook offers equipment for the computational answer of a few very important difficulties of linear algebra: linear structures, linear least squares difficulties, eigenvalue difficulties, and linear programming difficulties. The e-book additionally features a bankruptcy at the speedy Fourier remodel and a really sensible creation to the answer of linear algebra difficulties on smooth supercomputers.

The ebook comprises the proper concept for many of the equipment hired. It additionally emphasizes the sensible facets inquisitive about imposing the equipment. scholars utilizing this booklet will really see and write courses for fixing linear algebraic difficulties. hugely readable FORTRAN and MATLAB codes are provided which remedy the entire major difficulties studied.

Contents:

  • Reference Material
  • Systems of Linear Equations
  • Linear Least Squares Problems
  • The Eigenvalue Problem
  • Linear Programming
  • The speedy Fourier Transform
  • Linear Algebra on Supercomputers

Readership: Undergraduate and graduate scholars, researchers in computational arithmetic and linear algebra.
Key Features:

  • The bankruptcy on parallel algorithms is likely one of the top brief and useful introductions to parallel programming on hand; scholars will see and write MPI-based Fortran courses which clear up linear algebraic difficulties successfully on parallel systems
  • There is a bankruptcy on linear programming — an issue hardly ever coated in computational linear algebra books — which include certain discussions of duals, the revised simplex procedure and transportation difficulties, and touches on inside aspect equipment as well
  • There is a bankruptcy on speedy Fourier transforms, and this is often additionally hardly coated in computational linear algebra books

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