Suppose that \(L\) is a bounded linear operator in a Hilbert space \(H\) with closed
range.
Prove the Fredholm alternative theorem for solutions of the
inhomogeneous equation \(Lu=f\) with \(u,f\in H\).
Suppose that \(L\) is invertible and has a complete orthonormal set of
eigenfunctions \(\phi _n\), integer \(n\). Solve the inhomogeneous equation of part (a)
using an eigenfunction expansion.
Suppose that the adjoint operator \(L^*\) has a nontrivial nullspace \(\mathcal {N}(L^*)\) spanned by
the functions \(\psi _i\), \(i=1,\ldots ,m\) and \(f\) does not lie in the orthogonal complement of \(\mathcal {N}(L^*)\). Let \(L\)
have a nullspace spanned by the functions \(\phi _i\), \(i=1,\ldots ,m\). Explain the construction of
the smallest least squares solution.