Derrida Value

[dglmoore]

Description

The Derrida value of a boolean network is a weighted sum of c-sensitivities (#109) for c=0...m. It is a well-established measure of criticality.

Proposed API

class SensitivityMixin(object):
    def derrida(m=1, transitions=None):
        pass

Example Usage

from neet.boolean.examples import s_pombe
s_pombe.derrida()
s_pombe.derrida(m = 5)

References

Theorem 4.3 of

Kadelka C, Kuipers J, Laubenbacher R. The influence of canalization on the robustness of Boolean networks. Physica D. 2017;353-354: 39–47. doi:10.1016/j.physd.2017.05.002.