Lagrange Multiplier

They are commonly used mathematical techniques to solve constrained optimization problems.

In this example, the optimization is to be done onto $\max f(x)$ with the constraint $g(x)=0$.

$$\begin{array}{c}\max f(x);g(x)=0\\ L(x,\lambda )=f(x)-\lambda \ast g(x)\end{array}$$