Optimization, Linear Programming, Convex Optimization, Duality, Towards Data Science.
called first order condition for nonlinear optimization problem. It is worth mentioning, or you may have already noticed, if the inequality constraints in the problem are in “≥” format, then the corresponding Lagrangian Multipliers are non-positive. Alternatively, you can also change the first