The Legendre-Fenchel Transformation is a mathematical operation that transforms a convex function into its dual function, revealing a deep symmetry between the original function and its dual. This transformation is pivotal in optimization, thermodynamics, and mechanics, as it allows for the reformulation of problems in a way that can simplify analysis and solution finding.