Matrix Analysis

Notebooks to accompany the second edition of Matrix Analysis, widely considered to be the definitive survey of the field. Topics covered include similarities, decompositions, factorizations, and eigenvalue inequalities of matrices. Any mathematician aspiring to work with matrices should be intimately familiar with the results of this text.

Notebooks

Chapter 1: Eigenvalues, Eigenvectors, and Similarity

Chapter 2: Unitary Similarity and Unitary Equivalence

Chapter 3: Canonical Forms for Similarity and Triangular Factorizations

Chapter 4: Hermitian Matrices, Symmetric Matrices, and Congruences

Chapter 7: Positive Definite and Semidefinite Matrices