  We introduce a new machinery to study the large time behavior for general
classes of Hamilton--Jacobi type equations, which include degenerate parabolic
equations and weakly coupled systems. We establish the convergence results by
using the nonlinear adjoint method and identifying new long time averaging
effects. These methods are robust and can easily be adapted to study the large
time behavior of related problems.
