Advanced searches left 3/3

Categorical Data - Europe PMC

Summarized by Plex Scholar
Last Updated: 10 August 2022

* If you want to update the article please login/register

Data assimilation and agent-based modelling: towards the incorporation of categorical agent parameters

This paper examines the use of a particle filteru2014a data assimilation device u2014 to convert real-time results into an agent-based model. The results show that the particle filter does not perform well due to some pedestrians' unpredictable behavior, and that the filter does not adjust the categorical agent parameters that are characteristic of this type of model. We suggest a potential solution that calls for resampling some of the variables in a particle, such as the locations of the agents in space, but keep other variables such as the agents' destination.

Source link: https://europepmc.org/article/PPR/PPR520827

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions

* Please keep in mind that all text is summarized by machine, we do not bear any responsibility, and you should always check original source before taking any actions