Eigenvalues of Positive Semi-definite Matrices

Suppose that A is a Hermitian matrix. Then A is positive semi-definite matrix if and only if whenever λ is an eigenvalue of A, then λ≥0.

http://linear.ups.edu/jsmath/0212/fcla-jsmath-2.12li103.html