Check your eigenvalues. If your matrix has eigenvalues with large positive real parts, you are marching toward infinity. If it has large imaginary parts (think advection), you need Runge-Kutta methods designed for the imaginary axis.
: Techniques like Jacobi, Gauss-Seidel, and Successive Over-Relaxation (SOR). Convergence Analysis math 6644