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Simulation-Optimization Approaches for the Network Immunization Problem with Quarantining

delete2026-01-18
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PRE
AI
R
Rowan Hoogervorst
E
Evelien van der Hurk
D
David Pisinger
DOI:10.1016/j.ejor.2026.01.019delete
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Abstract

Abstract

En 中文
• We look at the network immunization problem with quarantining and contact tracing • We develop a stochastic programming heuristic that uses simulated infection forests • We develop a genetic algorithm combining small and large simulation runs for performance • Our proposed methods are competitive with existing centrality measures for immunization • Immunization combined with smart activity group assignment further cuts disease spread

Journal

European Journal of Operational Research cover
European Journal of Operational Research
IF:
6
Papers:
2.2W
Citations:
6.4W

Organization

C
cgi netherlands
Scholars:
1
Papers: 1
Citations: 0
E
EDHEC Business School
Scholars:
305
Papers: 357
Citations: 10
T
technical university of denmark
Scholars:
2.6W
Papers: 2.8W
Citations: 37
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Cited Papers

Cited Papers

Insights into European interbank network contagion
err2015-08-10
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errDionisis Philippas; Yiannis Koutelidakis; Alexandros Leontitsis
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Modelling the impact of vaccine hesitancy in prolonging the need for Non-Pharmaceutical Interventions to control the COVID-19 pandemic
err2022-02-10
err29
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errMesa, Daniela Olivera; Hogan, Alexandra B.; Watson, Oliver J.; Charles, Giovanni D.; Hauck, Katharina; Ghani, Azra C.; Winskill, Peter
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Epidemic Spreading in Scale-Free Networks
err2001-04-02
err0
errOAAI
errRomualdo Pastor-Satorras; Alessandro Vespignani
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Interim findings from first-dose mass COVID-19 vaccination roll-out and COVID-19 hospital admissions in Scotland: a national prospective cohort study
errLANCET
IF88.5
err2021-05-01
err438
errOAAI
errVasileiou, Eleftheria; Simpson, Colin R.; Shi, Ting; Kerr, Steven; Agrawal, Utkarsh; Akbari, Ashley; Bedston, Stuart; Beggs, Jillian; Bradley, Declan; Chuter, Antony; de Lusignan, Simon; Docherty, Annemarie B.; Ford, David; Hobbs, F. D. Richard; Joy, Mark; Katikireddi, Srinivasa Vittal; Marple, James; McCowan, Colin; McGagh, Dylan; McMenamin, Jim; Moore, Emily; Murray, Josephine L. K.; Pan, Jiafeng; Ritchie, Lewis; Shah, Syed Ahmar; Stock, Sarah; Torabi, Fatemeh; Tsang, Ruby S. M.; Wood, Rachael; Woolhouse, Mark; Robertson, Chris; Sheikh, Aziz
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An Immunization Framework for Social Networks Through Big Data Based Influence Modeling
err2019-11-01
err45
PREAI
errPeng, Sancheng; Wang, Guojun; Zhou, Yongmei; Wan, Cong; Wang, Cong; Yu, Shui; Niu, Jianwei
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Relaxing restrictions at the pace of vaccination increases freedom and guards against further COVID-19 waves
err2021-09-02
err0
errOAAI
errSimon Bauer; Sebastian Contreras; Jonas Dehning; Matthias Linden; Emil Iftekhar; Sebastian B. Mohr; Alvaro Olivera-Nappa; Viola Priesemann
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Effectiveness of mRNA BNT162b2 COVID-19 vaccine up to 6 months in a large integrated health system in the USA: a retrospective cohort study
errLANCET
IF88.5
err2021-10-01
err844
errOAAI
errTartof, Sara Y.; Slezak, Jeff M.; Fischer, Heidi; Hong, Vennis; Ackerson, Bradley K.; Ranasinghe, Omesh N.; Frankland, Timothy B.; Ogun, Oluwaseye A.; Zamparo, Joann M.; Gray, Sharon; Valluri, Srinivas R.; Pan, Kaije; Angulo, Frederick J.; Jodar, Luis; McLaughlin, John M.
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