New perspective on the Kuhn-Tucker theorem

摘要

A new proof of the Kuhn-Tucker theorem on necessary conditions for a minimum of a differentiable function of several variables in the case of inequality constraints is given. The proof relies on a simple inequality (common in textbooks) for the projection of a vector onto a convex set.