April 2016
Intermediate to advanced
552 pages
17h 2m
English
Content preview from Bio-Inspired Computing and Networking
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Adaptive Social Hierarchies: From Nature to Networks
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Maximum rank error
Figure 12.12 Maximum rank error for the trajectories shown in Figure 12.11.
The error thresholds corresponding to the determination of T
±20%
, T
±10%
,and
T
±5%
are shown in the diagram as dotted lines.
The value of the reinforcement parameter affects how rapidly the system is able to
adapt to changes in network composition. However, if the reinforcement parameter
is too large, the ranks will “chatter” and never converge to their correct value.
Consider the extreme case of α = 1. In this case, reinforcement will result ...
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