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Matrix analysis and computations /

This book introduces the basics of matrix analysis and presents representative methods and their corresponding theories in matrix computations.

Bibliographic Details
Main Authors: Bai, Zhong-Zhi (Author), Pan, Jian-Yu (Author)
Format: Book
Language:English
Published: Philadelphia : Society for Industrial and Applied Mathematics, [2021].
Subjects:
Matrices.
Numerical analysis.
Table of Contents:
  • Basic concepts and properties
  • Matrix decompositions
  • Numerical range
  • Nonnegative matrices and M-matrices
  • Matrix splitting iteration methods
  • Krylov subspace methods
  • Preconditioning
  • Saddle-point problems.