The search result changed since you submitted your search request. Documents might be displayed in a different sort order.
  • search hit 7 of 196
Back to Result List

Pedestrian motion modelled by Fokker-Planck Nash games

Please always quote using this URN: urn:nbn:de:bvb:20-opus-170395
  • A new approach to modelling pedestrians' avoidance dynamics based on a Fokker–Planck (FP) Nash game framework is presented. In this framework, two interacting pedestrians are considered, whose motion variability is modelled through the corresponding probability density functions (PDFs) governed by FP equations. Based on these equations, a Nash differential game is formulated where the game strategies represent controls aiming at avoidance by minimizing appropriate collision cost functionals. The existence of Nash equilibria solutions is provedA new approach to modelling pedestrians' avoidance dynamics based on a Fokker–Planck (FP) Nash game framework is presented. In this framework, two interacting pedestrians are considered, whose motion variability is modelled through the corresponding probability density functions (PDFs) governed by FP equations. Based on these equations, a Nash differential game is formulated where the game strategies represent controls aiming at avoidance by minimizing appropriate collision cost functionals. The existence of Nash equilibria solutions is proved and characterized as a solution to an optimal control problem that is solved numerically. Results of numerical experiments are presented that successfully compare the computed Nash equilibria to the output of real experiments (conducted with humans) for four test cases.show moreshow less

Download full text files

Export metadata

Additional Services

Share in Twitter Search Google Scholar Statistics
Metadaten
Author: S. RoyORCiD, A. Borzì, A. HabbalORCiD
URN:urn:nbn:de:bvb:20-opus-170395
Document Type:Journal article
Faculties:Fakultät für Mathematik und Informatik / Institut für Mathematik
Language:English
Parent Title (English):Royal Society Open Science
Year of Completion:2017
Volume:4
Issue:9
Pagenumber:170648
Source:Royal Society Open Science 2017, 4(9):170648. DOI: 10.1098/rsos.170648
DOI:https://doi.org/10.1098/rsos.170648
Pubmed Id:https://pubmed.ncbi.nlm.nih.gov/28989767
Dewey Decimal Classification:5 Naturwissenschaften und Mathematik / 51 Mathematik / 510 Mathematik
Tag:Fokker–Planck equation; Nash equilibrium; avoidance; differential games; optimal control; pedestrian motion
Release Date:2019/09/23
Licence (German):License LogoCC BY: Creative-Commons-Lizenz: Namensnennung 4.0 International