Optimal control of agent-based models via surrogate modeling
Optimal control of agent-based models via surrogate modeling
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United States: Public Library of Science
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Language
English
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United States: Public Library of Science
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This paper describes and validates an algorithm to solve optimal control problems for agent-based models (ABMs). For a given ABM and a given optimal control problem, the algorithm derives a surrogate model, typically lower-dimensional, in the form of a system of ordinary differential equations (ODEs), solves the control problem for the surrogate mo...
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Full title
Optimal control of agent-based models via surrogate modeling
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TN_cdi_doaj_primary_oai_doaj_org_article_71db8ac874ff4a78bb744e8d5263b3ca
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_71db8ac874ff4a78bb744e8d5263b3ca
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ISSN
1553-7358,1553-734X
E-ISSN
1553-7358
DOI
10.1371/journal.pcbi.1012138
