Optimal quadratic control of queues by dynamic service rates - Cnam - Conservatoire national des arts et métiers
Conference Papers Year : 2024

Optimal quadratic control of queues by dynamic service rates

Abstract

A method to improve dynamic service provision is presented, catering to variable future demands while minimizing energy consumption and waiting times, maximizing customer satisfaction. The approach involves dynamic service dispatch reconfiguration at predefined intervals, addressing optimal solutions through iterative single-variable resolution. We propose a pseudo-optimal minimization problem approximating the optimal solution without requiring demand statistics, offering a simple expression. The research establishes effectiveness via a mathematical model and practical implementation using a Google-provided dataset, illustrating real-world applicability.
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Dates and versions

hal-04675434 , version 1 (22-08-2024)

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Cite

Ruben Milocco, Paul Mühlethaler, Selma Boumerdassi, Éric Renault. Optimal quadratic control of queues by dynamic service rates. NOMS 2024-2024 IEEE Network Operations and Management Symposium, May 2024, Seoul, South Korea. pp.1-4, ⟨10.1109/NOMS59830.2024.10575577⟩. ⟨hal-04675434⟩
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