The article is devoted to description of the new classes of hyperbolic functions based on the "golden" ratio and "metallic proportions," what leads to the general theory of hyperbolic functions. This theory resulted in the original solution of Hilbert's Fourth Problem and puts in front to theoretical natural sciences a challenge to search new "hyperbolic worlds" of Nature.