Lagrangian
f(x) is Objective function , g(x)는 Optimization Constraint. λ는 Lagrange multiplier and general version is
and then take derivative to this function by
We might derivate Lagrange function and find w which minimize
Check this is not max and min. not argmax
Lagrange function Notion

Seonglae Cho