Based on the convergence of bounds for the entropy rate of binary hidden Markov processes, a numerical approach is advanced.

Then the paper also builds multi-order context adaptive probability model, which enables the shortened coded character almost approach its entropy rate.

Known from the theory of chaos, multi-fractal of stochastic process is a key characteristic of its dynamics, of which entropy rate is a special fractal dimension named information dimension.