An evolution equation is an equation of the form
\partial_t f = L f
where represents the partial derivative with respect to time, is a differential operator and is usually assumed to be an element of some topological vector space. Examples are the Schrödinger equation and the Fokker-Planck equation. These equations describe the time evolution of a physical system, hence the name.