Optimal control of agent-based models via surrogate modeling.

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...

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Bibliographic Details
Main Authors: Luis L Fonseca, Lucas Böttcher, Borna Mehrad, Reinhard C Laubenbacher
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1012138
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