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Pedestrian motion modelled by Fokker-Planck Nash games

Zitieren Sie bitte immer diese 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.zeige mehrzeige weniger

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Metadaten
Autor(en): S. RoyORCiD, A. Borzì, A. HabbalORCiD
URN:urn:nbn:de:bvb:20-opus-170395
Dokumentart:Artikel / Aufsatz in einer Zeitschrift
Institute der Universität:Fakultät für Mathematik und Informatik / Institut für Mathematik
Sprache der Veröffentlichung:Englisch
Titel des übergeordneten Werkes / der Zeitschrift (Englisch):Royal Society Open Science
Erscheinungsjahr:2017
Band / Jahrgang:4
Heft / Ausgabe:9
Seitenangabe:170648
Originalveröffentlichung / Quelle: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
Allgemeine fachliche Zuordnung (DDC-Klassifikation):5 Naturwissenschaften und Mathematik / 51 Mathematik / 510 Mathematik
Freie Schlagwort(e):Fokker–Planck equation; Nash equilibrium; avoidance; differential games; optimal control; pedestrian motion
Datum der Freischaltung:23.09.2019
Lizenz (Deutsch):License LogoCC BY: Creative-Commons-Lizenz: Namensnennung 4.0 International