This chapter revises some modeling, analysis, and simulation contributions for crowd dynamics using time-evolving measures. Two key features are strictly related to the use of measures: on one side, this setting permits to generalize both microscopic and macroscopic crowd models. On the other side, it allows an easy description of multi-scale crowd models, e.g., with leaders and followers. The main analytical tool for studying measure evolution is to endow the space of measures with the Wasserstein distance. This chapter also describes our recent contributions about crowd modeling with time-varying total mass. This requires to use a more flexible metric tool in the space of measures, that we called generalized Wasserstein distance.

Measure-theoretic models for crowd dynamics

Rossi, Francesco
2018-01-01

Abstract

This chapter revises some modeling, analysis, and simulation contributions for crowd dynamics using time-evolving measures. Two key features are strictly related to the use of measures: on one side, this setting permits to generalize both microscopic and macroscopic crowd models. On the other side, it allows an easy description of multi-scale crowd models, e.g., with leaders and followers. The main analytical tool for studying measure evolution is to endow the space of measures with the Wasserstein distance. This chapter also describes our recent contributions about crowd modeling with time-varying total mass. This requires to use a more flexible metric tool in the space of measures, that we called generalized Wasserstein distance.
2018
Livio Gibelli, Nicola Bellomo (a cura di)
Crowd Dynamics, Volume 1 Theory, Models, and Safety Problems
9783030051280
Inglese
137
165
29
Springer
Cham
SVIZZERA
none
2. Contributo in Volume::2.1 Contributo in Volume(Capitolo,Saggio)
Piccoli, Benedetto; Rossi, Francesco
268
info:eu-repo/semantics/bookPart
2
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11578/331065
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