The concept of partnership of potentials is studied in detail and in partic
ular the nonuniqueness due to the ambiguity in the election of the factoriz
ation energy and in the choice of the solution of certain Riccati equation.
We generate new factorizations from old ones using invariance under-parame
ter transformations. The theory is illustrated with some examples.