Simulation methods for spreading dynamics on networks: a recitation

Wei Wang; Pan Pan Shu; Ming Tang; Hui Gao

doi:10.3969/j.issn.1001-0548.2016.03.022

Simulation methods for spreading dynamics on networks: a recitation

Wei Wang
, Pan Pan Shu
, Ming Tang
, Hui Gao

University of Electronic Science and Technology of China

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Abstract

Computer simulating method is an important analytical tool to predict and control epidemic spreading dynamics. In this recitation, taking the classical susceptible-infected-susceptible (SIS) and susceptible- infected-removed (SIR) spreading dynamics as two specific examples, we describe in detail the simulation processes of synchronous and asynchronous updating methods to simulate epidemic spreading. In addition, the time and space complexity of the two kinds of updating methods are also compared, and the correlations and differences between them are investigated. Clarifying the different simulated methods can not only help to understand the spreading dynamics but promote further development of theoretical methods.

Original language	English
Pages (from-to)	288-294
Number of pages	7
Journal	Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China
Volume	45
Issue number	2
DOIs	https://doi.org/10.3969/j.issn.1001-0548.2016.03.022
State	Published - 30 Mar 2016
Externally published	Yes

Keywords

Asynchronous updating method
Complex networks
Spreading dynamics
Synchronous updating method

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10.3969/j.issn.1001-0548.2016.03.022

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abstract = "Computer simulating method is an important analytical tool to predict and control epidemic spreading dynamics. In this recitation, taking the classical susceptible-infected-susceptible (SIS) and susceptible- infected-removed (SIR) spreading dynamics as two specific examples, we describe in detail the simulation processes of synchronous and asynchronous updating methods to simulate epidemic spreading. In addition, the time and space complexity of the two kinds of updating methods are also compared, and the correlations and differences between them are investigated. Clarifying the different simulated methods can not only help to understand the spreading dynamics but promote further development of theoretical methods.",

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T2 - a recitation

AU - Wang, Wei

AU - Shu, Pan Pan

AU - Tang, Ming

AU - Gao, Hui

PY - 2016/3/30

Y1 - 2016/3/30

N2 - Computer simulating method is an important analytical tool to predict and control epidemic spreading dynamics. In this recitation, taking the classical susceptible-infected-susceptible (SIS) and susceptible- infected-removed (SIR) spreading dynamics as two specific examples, we describe in detail the simulation processes of synchronous and asynchronous updating methods to simulate epidemic spreading. In addition, the time and space complexity of the two kinds of updating methods are also compared, and the correlations and differences between them are investigated. Clarifying the different simulated methods can not only help to understand the spreading dynamics but promote further development of theoretical methods.

AB - Computer simulating method is an important analytical tool to predict and control epidemic spreading dynamics. In this recitation, taking the classical susceptible-infected-susceptible (SIS) and susceptible- infected-removed (SIR) spreading dynamics as two specific examples, we describe in detail the simulation processes of synchronous and asynchronous updating methods to simulate epidemic spreading. In addition, the time and space complexity of the two kinds of updating methods are also compared, and the correlations and differences between them are investigated. Clarifying the different simulated methods can not only help to understand the spreading dynamics but promote further development of theoretical methods.

KW - Asynchronous updating method

KW - Complex networks

KW - Spreading dynamics

KW - Synchronous updating method

UR - https://www.scopus.com/pages/publications/84963520649

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DO - 10.3969/j.issn.1001-0548.2016.03.022

M3 - 文章

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SN - 1001-0548

VL - 45

SP - 288

EP - 294

JO - Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China

JF - Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China

IS - 2

ER -

Simulation methods for spreading dynamics on networks: a recitation

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Keywords

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