Consider the quadratic form of some real-valued symmetric matrix and real-valued non-zero vector . Then the following definitions hold:

RelationName
Positive-definite
Positive semi-definite
Negative-definite

Negative semi-definite
In practice, we are most often interested in positive-definite and positive semi-definite matrices, because they have many properties that are useful in proofs.