TY - JOUR
T1 - Degree Dispersion Increases the Rate of Rare Events in Population Networks
AU - Hindes, Jason
AU - Assaf, Michael
N1 - Publisher Copyright:
© 2019 American Physical Society. American Physical Society.
PY - 2019/8/9
Y1 - 2019/8/9
N2 - There is great interest in predicting rare and extreme events in complex systems, and in particular, understanding the role of network topology in facilitating such events. In this Letter, we show that degree dispersion - the fact that the number of local connections in networks varies broadly - increases the probability of large, rare fluctuations in population networks generically. We perform explicit calculations for two canonical and distinct classes of rare events: network extinction and switching. When the distance to threshold is held constant, and hence stochastic effects are fairly compared among networks, we show that there is a universal, exponential increase in the rate of rare events proportional to the variance of a network's degree distribution over its mean squared.
AB - There is great interest in predicting rare and extreme events in complex systems, and in particular, understanding the role of network topology in facilitating such events. In this Letter, we show that degree dispersion - the fact that the number of local connections in networks varies broadly - increases the probability of large, rare fluctuations in population networks generically. We perform explicit calculations for two canonical and distinct classes of rare events: network extinction and switching. When the distance to threshold is held constant, and hence stochastic effects are fairly compared among networks, we show that there is a universal, exponential increase in the rate of rare events proportional to the variance of a network's degree distribution over its mean squared.
UR - http://www.scopus.com/inward/record.url?scp=85070560328&partnerID=8YFLogxK
U2 - 10.1103/PhysRevLett.123.068301
DO - 10.1103/PhysRevLett.123.068301
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C2 - 31491193
AN - SCOPUS:85070560328
SN - 0031-9007
VL - 123
JO - Physical Review Letters
JF - Physical Review Letters
IS - 6
M1 - 068301
ER -