Mathematics of Epidemics on Networks

Mathematics of Epidemics on Networks

From Exact to Approximate Models

Miller, Joel C.; Simon, Peter L.; Kiss, Istvan Z.

Springer International Publishing AG

07/2018

413

Mole

Inglês

9783319844947

15 a 20 dias

658

Descrição não disponível.
Preface.- ?Introduction to Networks and Diseases.- Exact Propagation Models: Top Down.- Exact Propagation Models: Bottom-Up.- Mean-Field Approximations for Heterogeneous Networks.- Percolation-Based Approaches for Disease Modelling.- Hierarchies of SIR Models.- Dynamic and Adaptive Networks.- Non-Markovian Epidemics.- PDE Limits for Large Networks.- Disease Spread in Networks with Large-scale structure.- Appendix: Stochastic Simulation.- Index.
Dynamic Processes;Mathematical Modeling;Propagation Models;Epidemics;Stochastic processes;Mean-field models;Pairwise models;Edge based compartmental model;Percolation theory;Dynamic/adaptive network;Non-Markovian epidemics