A note on optimization in ${\mathbb{R}}^n$

In this article, we develop an algorithm suitable for constrained optimization in ${\mathbb{R}}^n$. The results are developed through standard tools of n-dimensional real analysis and basic concepts of optimization. Indeed, the well known Banach fixed point theorem has a fundamental role in the main result establishment.