Basics

trace(A) is the sum of the eigenvalues of $A$.

Norm

For matrix

  • 1-norm / max column sum:

  • 2-norm / spectral norm: , the larget eigenvalue of , or larget singular value of . $A^*$ is the pseudo-inverse of $A$.

  • inf-norm / max row sum:

, where . .