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Monte Carlo simulation and analytic approximation of epidemic processes on large networks

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Publication:1945352
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DOI10.2478/s11533-012-0162-zzbMath1261.05099OpenAlexW2089978129MaRDI QIDQ1945352

Noémi Nagy, Peter L. Simon

Publication date: 8 April 2013

Published in: Central European Journal of Mathematics (Search for Journal in Brave)

Full work available at URL: http://real.mtak.hu/19563/1/networkpaper_simon_revised.pdf


zbMATH Keywords

SIS epidemicODE approximationnetwork process


Mathematics Subject Classification ID

Epidemiology (92D30) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Stochastic network models in operations research (90B15) Dynamical systems in biology (37N25) Applications of continuous-time Markov processes on discrete state spaces (60J28)


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Epidemic control analysis: designing targeted intervention strategies against epidemics propagated on contact networks



Cites Work

  • Unnamed Item
  • From Markovian to pairwise epidemic models and the performance of moment closure approxi\-mations
  • Exact epidemic models on graphs using graph-automorphism driven lumping
  • Mathematical epidemiology.
  • Dynamical Processes on Complex Networks
  • The quasi-stationary distribution of the closed endemic sis model
  • Deterministic epidemic models on contact networks: correlations and unbiological terms
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