Lagrange multipliers on Banach spaces

Lagrange multipliers are a method used in optimization to find extrema of functions subject to constraints. While the classical approach is often studied in finite-dimensional spaces (like \(\mathbb{R}^n\)), the extension of this concept to Banach spaces (which are infinite-dimensional vector spaces equipped with a norm) involves some additional complexities.