We consider an ill-posed boundary value problem from classical plate theory for the biharmonic equation. The boundary conditions involve incomplete Cauchy data on one part of the boundary and an extra condition on the other part. An alternating algorithm, where a sequence of well-posed boundary value problems are solved, is proposed to regularize the problem. The regularizing effect of the algorithm is proved and a stopping criteria is suggested.