The problem of looking for an optimal clustering along with an optimal
variable reduction has already been addressed in the case of partitioning
methods (Tryon and Baily 1970; Everitt 1977). One possible solution to this
problem that has been proposed in that case is to sequentially apply a clustering
and a dimension reduction one after the other (Tryon and Baily 1970;
Everitt 1977).