Exploiting Hidden Structure in Matrix Computations: Algorithms and Applications

Released on by Michele Benzi
preview-18

  • Exploiting Hidden Structure in Matrix Computations: Algorithms and Applications Book Detail

  • Author : Michele Benzi
  • Release Date : 2017-01-24
  • Publisher : Springer
  • Genre : Mathematics
  • Pages : 413
  • ISBN 13 : 3319498878
  • File Size : 25,25 MB
DOWNLOAD BOOK

Exploiting Hidden Structure in Matrix Computations: Algorithms and Applications by Michele Benzi PDF Summary

Book Description: Focusing on special matrices and matrices which are in some sense `near’ to structured matrices, this volume covers a broad range of topics of current interest in numerical linear algebra. Exploitation of these less obvious structural properties can be of great importance in the design of efficient numerical methods, for example algorithms for matrices with low-rank block structure, matrices with decay, and structured tensor computations. Applications range from quantum chemistry to queuing theory. Structured matrices arise frequently in applications. Examples include banded and sparse matrices, Toeplitz-type matrices, and matrices with semi-separable or quasi-separable structure, as well as Hamiltonian and symplectic matrices. The associated literature is enormous, and many efficient algorithms have been developed for solving problems involving such matrices. The text arose from a C.I.M.E. course held in Cetraro (Italy) in June 2015 which aimed to present this fast growing field to young researchers, exploiting the expertise of five leading lecturers with different theoretical and application perspectives.

Disclaimer: www.yourbookbest.com does not own Exploiting Hidden Structure in Matrix Computations: Algorithms and Applications books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Matrix Algorithms

Matrix Algorithms

File Size : 66,66 MB
Total View : 7591 Views
DOWNLOAD

This volume is the first in a self-contained five-volume series devoted to matrix algorithms. It focuses on the computation of matrix decompositions--that is, t