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Communication Dans Un Congrès Année : 2021

SPSC: an efficient, general-purpose execution policy for stochastic simulations

Résumé

In this paper, we present a stochastic simulation execution policy named SPSC from its different steps: Simulation, Partitioning, Selection, Cloning. It does not require prior knowledge on the model to be applied and allows one to estimate efficiently the probabilities of possible {simulation outcomes, so called solutions}. It is evaluated on three different multi-agent-based simulations. Results show that SPSC could be a relevant alternative to the Monte Carlo method.
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Dates et versions

hal-03353640 , version 1 (12-01-2022)

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  • HAL Id : hal-03353640 , version 1

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Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier. SPSC: an efficient, general-purpose execution policy for stochastic simulations. Winter Simulation Conference 2021, Dec 2021, Phoenix, AZ, United States. ⟨hal-03353640⟩
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