Necessary and sufficient conditions are given for the existence and uniqueness of minima or of other stationary points of a quadratic function of n real variables under m linear constraints. The amount of computation in numerical evaluation is examined, in terms of number of multiplications, and in relation to the size of the constraint matrix. The results indicate that use of a formulation of the problem in terms of language multipliers is not very satisfactory.