Finding optimal vaccination strategies for pandemic influenza using genetic algorithms

DOI10.1016/j.jtbi.2004.11.032zbMath1445.92153OpenAlexW2079810016WikidataQ30350344 ScholiaQ30350344MaRDI QIDQ2193129

M. Elizabeth Halloran, Rajan Patel, Ira M. jun. Longini

Publication date: 24 August 2020

Published in: Journal of Theoretical Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jtbi.2004.11.032

zbMATH Keywords

optimizationgenetic algorithmsstochastic modelsinfluenza

Mathematics Subject Classification ID

Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Medical epidemiology (92C60)

Related Items (15)

A new epidemics-logistics model: insights into controlling the Ebola virus disease in West Africa ⋮ Global dynamics and optimal control of an influenza model with vaccination, media coverage and treatment ⋮ Where to locate <scp>COVID</scp>‐19 mass vaccination facilities? ⋮ Modeling optimal age-specific vaccination strategies against pandemic influenza ⋮ Optimal management of public perceptions during a flu outbreak: a game-theoretic perspective ⋮ The modelling of hand, foot, and mouth disease in contaminated environments in Bangkok, Thailand ⋮ Finding optimal vaccination strategies under parameter uncertainty using stochastic program\-ming ⋮ Literature review: the vaccine supply chain ⋮ Epidemic patch models applied to pandemic influenza: contact matrix, stochasticity, robustness of predictions ⋮ IIS branch-and-cut for joint chance-constrained stochastic programs and application to optimal vaccine allocation ⋮ Simple criteria for finding (nearly) optimal vaccination strategies ⋮ Optimal influenza vaccine distribution with equity ⋮ Optimal control of vaccination dynamics during an influenza epidemic ⋮ Optimal harvesting for a predator-prey agent-based model using difference equations ⋮ Optimal control of the SIR model with constrained policy, with an application to COVID-19

Cites Work

• Unnamed Item
• Control of an epidemic spreading in a heterogeneously mixing population
• Optimal control policies for reducing the maximum size of a closed epidemic. II: Stochastic dynamics
• The critical vaccination fraction for heterogeneous epidemic models
• Optimal vaccination schedules in a deterministic model
• Stochastic Estimation of the Maximum of a Regression Function
• A Stochastic Approximation Method

This page was built for publication: Finding optimal vaccination strategies for pandemic influenza using genetic algorithms