You can intuitively lean Power Iteration by Visualization Power.

image

Animation of Power Iteration by MATLAB

Power iteration - Wikipedia

Finally you put a command line

1
> convert -layers optimize -loop 0 -delay 40 eigenvector*.png anim.gif