4.7 Article

On a mean field game approach modeling congestion and aversion in pedestrian crowds

期刊

TRANSPORTATION RESEARCH PART B-METHODOLOGICAL
卷 45, 期 10, 页码 1572-1589

出版社

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.trb.2011.07.011

关键词

Mean field games; Interacting populations; Nash equilibrium; Rational expectations; Flow of pedestrians; Lane formation

资金

  1. Austrian Science Foundation FWF [T456-N23]
  2. AL by the Chaire EDF-Credit Agricole CIB-CDC Finance et Developpement Durable-Approches Quantitatives
  3. Austrian Science Fund (FWF) [T 456] Funding Source: researchfish
  4. Austrian Science Fund (FWF) [T456] Funding Source: Austrian Science Fund (FWF)

向作者/读者索取更多资源

In this paper we present a new class of pedestrian crowd models based on the mean field games theory introduced by Lasry and Lions in 2006. This macroscopic approach is based on a microscopic model, that considers smart pedestrians who rationally interact and anticipate the future. This leads to a forward-backward structure in time. We focus on two-population interactions and validate the modeling with simple examples. Two complementary classes of problems are addressed, namely the case of crowd aversion and the one of congestion. In both cases we describe the model and present numerical solvers (based on the optimization formulation and the partial differential equations respectively). Finally we present numerical tests involving anticipation phenomena and complex group behaviors such as lane formation. (C) 2011 Elsevier Ltd. All rights reserved.

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