TY - GEN
T1 - Coarse-graining the dynamics of network evolution
T2 - International Conference on Numerical Analysis and Applied Mathematics: Numerical Analysis and Applied Mathematics, ICNAAM 2011
AU - Tsoumanis, Andreas C.
AU - Rajendran, Karthikeyan
AU - Siettos, Constantinos I.
AU - Kevrekidis, Ioannis G.
PY - 2011
Y1 - 2011
N2 - We explore a systematic approach to studying network evolutionary models at a coarse-grained, systems level. We emphasize the importance of finding good observables (network properties) in terms of which coarse-grained models can be developed. We illustrate our approach on a particular social network model: the "rise and fall" of a networked society; we implement the low-dimensional description computationally using the equation-free approach.
AB - We explore a systematic approach to studying network evolutionary models at a coarse-grained, systems level. We emphasize the importance of finding good observables (network properties) in terms of which coarse-grained models can be developed. We illustrate our approach on a particular social network model: the "rise and fall" of a networked society; we implement the low-dimensional description computationally using the equation-free approach.
KW - coarse graining
KW - equation-free
KW - network evolution
UR - http://www.scopus.com/inward/record.url?scp=81855186924&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=81855186924&partnerID=8YFLogxK
U2 - 10.1063/1.3636666
DO - 10.1063/1.3636666
M3 - Conference contribution
AN - SCOPUS:81855186924
SN - 9780735409569
T3 - AIP Conference Proceedings
SP - 42
EP - 45
BT - Numerical Analysis and Applied Mathematics, ICNAAM 2011 - International Conference on Numerical Analysis and Applied Mathematics
Y2 - 19 September 2011 through 25 September 2011
ER -