Role of Recovery in Evolving Protection against Systemic Risk: A Mechanical Perspective in Network-Agent Dynamics

Figure 8

Schematic description of failure with distribution. (a) The upper left-hand side plot represents the cumulative number of absences of failure (success) nodes from the initial (blue bar) and final (red bar) cases, and (b) the upper right-hand side plot represents the increasing number of failure nodes from the initial and final cases. The lower plots represent the probability distribution between the initial failure (blue) and the final failure (red), with the likelihood as the transitivity (yellow bar). Note that the influences of these failures are computed as the frequencies of the failure nodes in their initial and final states, i.e., as relative frequencies [], where is the frequency of the failure state (), and the proportion (percentage) of occurrences of failure in the statistical ensemble corresponds to the relative frequency.

(a)

(b)