To characterize the long term evolution of the spatiotemporal
complexity in the solar cycle with greater accuracy, we
move from the previous definition of a probability spectrum and
apply the concepts of information theory to investigate the degree
of stochasticity in the solar cycle evolution. We evaluate
the Shannon’s information entropy S (t) (Shannon 1948) defined
to be