Analysis and control of epidemics: A survey of spreading processes on complex networks
C Nowzari, VM Preciado… - IEEE Control Systems …, 2016 - ieeexplore.ieee.org
This article reviews and presents various solved and open problems in the development,
analysis, and control of epidemic models. The proper modeling and analysis of spreading …
analysis, and control of epidemic models. The proper modeling and analysis of spreading …
Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models
During the ongoing COVID-19 pandemic, mathematical models of epidemic spreading have
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …
The N-intertwined SIS epidemic network model
P Van Mieghem - Computing, 2011 - Springer
Serious epidemics, both in cyber space as well as in our real world, are expected to occur
with high probability, which justifies investigations in virus spread models in (contact) …
with high probability, which justifies investigations in virus spread models in (contact) …
Optimal resource allocation for network protection against spreading processes
We study the problem of containing spreading processes in arbitrary directed networks by
distributing protection resources throughout the nodes of the network. We consider that two …
distributing protection resources throughout the nodes of the network. We consider that two …
Optimal vaccine allocation to control epidemic outbreaks in arbitrary networks
We consider the problem of controlling the propagation of an epidemic outbreak in an
arbitrary contact network by distributing vaccination resources throughout the network. We …
arbitrary contact network by distributing vaccination resources throughout the network. We …
[HTML][HTML] Optimal epidemic suppression under an ICU constraint: An analytical solution
How much and when should we limit economic and social activity to ensure that the health-
care system is not overwhelmed during an epidemic? We study a setting where ICU …
care system is not overwhelmed during an epidemic? We study a setting where ICU …
Containing epidemic outbreaks by message-passing techniques
The problem of targeted network immunization can be defined as the one of finding a subset
of nodes in a network to immunize or vaccinate in order to minimize a tradeoff between the …
of nodes in a network to immunize or vaccinate in order to minimize a tradeoff between the …
An efficient curing policy for epidemics on graphs
K Drakopoulos, A Ozdaglar… - 53rd IEEE Conference on …, 2014 - ieeexplore.ieee.org
This paper provides an implementable dynamic policy for the rapid containment of a
contagious process modeled as an SIS epidemic. We show that for graphs with low …
contagious process modeled as an SIS epidemic. We show that for graphs with low …
Centrality-based epidemic control in complex social networks
M Doostmohammadian, HR Rabiee… - Social Network Analysis …, 2020 - Springer
Recent progress in the areas of network science and control has shown a significant
promise in understanding and analyzing epidemic processes. A well-known model to study …
promise in understanding and analyzing epidemic processes. A well-known model to study …
Decentralized protection strategies against SIS epidemics in networks
Defining an optimal protection strategy against viruses, spam propagation, or any other kind
of contamination process is an important feature for designing new networks and …
of contamination process is an important feature for designing new networks and …