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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 30 / No. 1: Thirtieth AAAI Conference On Artificial Intelligence

Hospital Stockpiling Problems with Inventory Sharing

March 8, 2023

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Abstract:

Hospitals are typically optimized to operate near capacity, and there are serious concerns that our healthcare system is not prepared for the next pandemic. Stockpiles of different supplies, e.g., personal protective equipments (PPE) and medical equipment, need to be maintained in order to be able to respond to any future pandemics. Large outbreaks occur with a low probability, and such stockpiles require big investments. Further, hospitals often have mutual sharing agreements, which makes the problem of stockpiling decisions a natural game-theoretical problem. In this paper, we formalize hospital stockpiling as a game-theoretical problem. We use the notion of pairwise Nash stability as a solution concept for this problem, and characterize its structure. We show that stable strategies can lead to high unsatisfied demands in some scenarios, and stockpiles might not be maintained at all nodes. We also show that stable strategies and the social optimum can be computed efficiently.

Authors

Eric Lofgren

Virginia Polytechnic Institute and State University


Anil Vullikanti

Virginia Polytechnic Institute and State University


DOI:

10.1609/aaai.v30i1.10008


Topics: AAAI

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HOW TO CITE:

Eric Lofgren|| Anil Vullikanti Hospital Stockpiling Problems with Inventory Sharing Proceedings of the AAAI Conference on Artificial Intelligence, 30 (2016) .

Eric Lofgren|| Anil Vullikanti Hospital Stockpiling Problems with Inventory Sharing AAAI 2016, .

Eric Lofgren|| Anil Vullikanti (2016). Hospital Stockpiling Problems with Inventory Sharing. Proceedings of the AAAI Conference on Artificial Intelligence, 30, .

Eric Lofgren|| Anil Vullikanti. Hospital Stockpiling Problems with Inventory Sharing. Proceedings of the AAAI Conference on Artificial Intelligence, 30 2016 p..

Eric Lofgren|| Anil Vullikanti. 2016. Hospital Stockpiling Problems with Inventory Sharing. "Proceedings of the AAAI Conference on Artificial Intelligence, 30". .

Eric Lofgren|| Anil Vullikanti. (2016) "Hospital Stockpiling Problems with Inventory Sharing", Proceedings of the AAAI Conference on Artificial Intelligence, 30, p.

Eric Lofgren|| Anil Vullikanti, "Hospital Stockpiling Problems with Inventory Sharing", AAAI, p., 2016.

Eric Lofgren|| Anil Vullikanti. "Hospital Stockpiling Problems with Inventory Sharing". Proceedings of the AAAI Conference on Artificial Intelligence, 30, 2016, p..

Eric Lofgren|| Anil Vullikanti. "Hospital Stockpiling Problems with Inventory Sharing". Proceedings of the AAAI Conference on Artificial Intelligence, 30, (2016): .

Eric Lofgren|| Anil Vullikanti. Hospital Stockpiling Problems with Inventory Sharing. AAAI[Internet]. 2016[cited 2023]; .


ISSN: 2374-3468


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