Influenza is a serious public health concern and vaccination is the first line of defense. In a pandemic, individuals are prioritized based on their risk profiles and transmission rates to ensure effective use of the available vaccine. We use an agent-based stochastic simulation model, and optimize the age-specific vaccine distribution strategy. We use black-box optimization techniques to minimize the overall cost of the outbreak. Our numerical experiments show that the best policy returned by our approach outperforms alternative policies recommended by the Advisory Committee on Immunization Practices and Centers for Disease Control and Prevention.
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SUNY Coll Plattsburgh, Sch Business & Econ, Dept Management Informat Syst & Analyt, Plattsburgh, NY USASUNY Coll Plattsburgh, Sch Business & Econ, Dept Management Informat Syst & Analyt, Plattsburgh, NY USA
Enayati, Shakiba
Ozaltin, Osman Y.
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North Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USASUNY Coll Plattsburgh, Sch Business & Econ, Dept Management Informat Syst & Analyt, Plattsburgh, NY USA
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North Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USANorth Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA
Ozaltin, Osman Y.
Prokopyev, Oleg A.
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Univ Pittsburgh, Dept Ind Engn, Pittsburgh, PA 15261 USANorth Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA
Prokopyev, Oleg A.
Schaefer, Andrew J.
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Rice Univ, Dept Computat & Appl Math, Houston, TX 77005 USANorth Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA
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Univ Washington, Dept Appl Math, Seattle, WA 98195 USAUniv Washington, Dept Appl Math, Seattle, WA 98195 USA
Matrajt, Laura
Halloran, M. Elizabeth
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Fred Hutchinson Canc Res Ctr, Ctr Stat & Quantitat Infect Dis, Vaccine & Infect Dis Div, Seattle, WA 98104 USA
Univ Washington, Sch Publ Hlth, Dept Biostat, Seattle, WA 98195 USAUniv Washington, Dept Appl Math, Seattle, WA 98195 USA
Halloran, M. Elizabeth
Longini, Ira M., Jr.
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Univ Florida, Emerging Pathogens Inst, Gainesville, FL USA
Univ Florida, Coll Med, Dept Biostat, Gainesville, FL USA
Univ Florida, Coll Publ Hlth & Hlth Profess, Gainesville, FL USAUniv Washington, Dept Appl Math, Seattle, WA 98195 USA