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Physics > Physics and Society

arXiv:0810.4587 (physics)
[Submitted on 25 Oct 2008]

Title:Specification of the social force pedestrian model by evolutionary adjustment to video tracking data

Authors:Anders Johansson, Dirk Helbing, Pradyumn Shukla
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Abstract: Based on suitable video recordings of interactive pedestrian motion and improved tracking software, we apply an evolutionary optimization algorithm to determine optimal parameter specifications for the social force model. The calibrated model is then used for large-scale pedestrian simulations of evacuation scenarios, pilgrimage, and urban environments.
Subjects: Physics and Society (physics.soc-ph); Data Analysis, Statistics and Probability (physics.data-an)
Cite as: arXiv:0810.4587 [physics.soc-ph]
  (or arXiv:0810.4587v1 [physics.soc-ph] for this version)
  https://doi.org/10.48550/arXiv.0810.4587
Journal reference: A. Johansson, D. Helbing and P. K. Shukla (2007) Specification of the social force pedestrian model by evolutionary adjustment to video tracking data. Advances in Complex Systems 10, 271-288

Submission history

From: Anders Johansson [view email]
[v1] Sat, 25 Oct 2008 09:09:47 UTC (2,607 KB)
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