positive definite (thing)

A Positive Definite Matrix can be recognized in a variety of ways:

1. The pivots (without row exchanges) of the matrix are positive.
2. x^T*A*x > 0 for all nonzero vectors x
3. All eigenvalues of A satisfy lambda > 0
4. All upper left submatricies of Ak have postive determinants.