Eigenvalues, Curvature, and Quadratic Forms

λ

The curvature of a quadratic form

f(x)=

T

x

Ax

is controlled by the eigenvalues of the matrix

A

. Here

A

is a diagonal matrix and so its eigenvalues are simply the elements on the diagonal.