A positive definite matrix is a matrix with only positive eigenvalues. The formal mathematical definition is that matrix A is positive definite if z⃗T·A·z⃗ > 0 for every nonzero column vector z⃗. Alternatively, A is only positive definite if it has a Cholesky decomposition. Read more