Question

What is relation between kernela matrix and eigen vectors?

Answer 1

So the kernel is just the set of all eigenvectors of (or ) associated with the eigenvalue plus the zero vector. The space of eigenvectors for an eigenvalue is the kernel of ( A − λ ⋅ Id ). In other words, they satisfy A v = λ v .