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 -