Applicability of the Lagrange multiplier method to the optimization of quadratic systems

Conditions under which the Lagrange multiplier method (LMM) can be applied to optimization of the class of quadratic systems are considered. It is shown that quadratic systems can be optimised by LMM under rather general, and to some extent constructive, assumptions. The applicability of the results is illustrated with examples.