James H. Bramble, The Lagrange Multiplier Method for Dirichlet's Problem, Mathematics of Computation, Vol. 37, No. 155 (Jul., 1981), pp. 1-11 ...

Lagrange multipliers used to be viewed as auxiliary variables introduced in a problem of constrained minimization in order to write first-order optimality conditions formally as a system of equations.