Before revision:  The relative entropy of modified permutation associated with equal states  shows advantages to these time irreversibility parameters and has great improvements to that of the original permutation.
After revision:  The relative entropy of modified permutation associated with equal states has satisfied nonlinear dynamics complexity detections in heartbeats and shows advantages to these time irreversibility parameters and has great improvements to that of the original permutation.