A symmetric matrix

  • is positive-definite iff
  • is positive-semi definite iff

Negative-definite and negative semi-definite matrices are defined analogously

Relationship with Eigenvalues

The matrix is positive-definite if all its eigenvalues are positive. i.e. after eigenvalue decomposition , every diagonal value of is positive.