A fractional micro-macro model for crowds of pedestrians based on fractional mean field games | IEEE Journals & Magazine | IEEE Xplore

A fractional micro-macro model for crowds of pedestrians based on fractional mean field games


Abstract:

Modeling a crowd of pedestrians has been considered in this paper from different aspects. Based on fractional microscopic model that may be much more close to reality, a ...Show More

Abstract:

Modeling a crowd of pedestrians has been considered in this paper from different aspects. Based on fractional microscopic model that may be much more close to reality, a fractional macroscopic model has been proposed using conservation law of mass. Then in order to characterize the competitive and cooperative interactions among pedestrians, fractional mean field games are utilized in the modeling problem when the number of pedestrians goes to infinity and fractional dynamic model composed of fractional backward and fractional forward equations are constructed in macro scale. Fractional micromacro model for crowds of pedestrians are obtained in the end. Simulation results are also included to illustrate the proposed fractional microscopic model and fractional macroscopic model, respectively.
Published in: IEEE/CAA Journal of Automatica Sinica ( Volume: 3, Issue: 3, 10 July 2016)
Page(s): 261 - 270
Date of Publication: 12 July 2016

ISSN Information:


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