Recently Many researchers has given attention on the study of the expanding nature of the universe with variable fundamental constants. It is also believed that the inclusion of vacuum energy term can greatly affect the cosmological theories. The basic purpose of this investigation is to highlight the hidden connection between Finsler Geometry and Riemannian Geometry along with theory of expanding universe.