 Consider the linear system

where formula_1 is an formula_9 matrix and formula_10 the column space of formula_1.If formula_1 is nonsingular (which implies formula_13) then formula_14 will be the solution of the system.Note that, if formula_1 is nonsingular, then

Now suppose formula_1 is rectangular (formula_18), or square and singular.