A nonnegative matrix is called regular if it admits a nonnegative gene
ralized inverse. The structure of such matrices has been studied by se
veral authors. If A is a nonnegative regular matrix, then we obtain a
complete description of all nonnegative generalized inverses of A. In
particular, it is shown that if A is a nonnegative regular matrix with
no zero row or column, then the zero-nonzero pattern of any nonnegati
ve generalized inverse of A is dominated by that of A(T), the transpos
e of A. We also obtain the structure of nonnegative matrices which adm
it nonnegative least-squares and minimum-norm generalized inverses. (C
) 1998 Elsevier Science Inc.