Crowd Behavior Simulation of Pedestrians During Evacuation Process

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53,49 

DEM-Based Approach, SpringerBriefs in Applied Sciences and Technology – SpringerBriefs in Computational Intelligence

ISBN: 981131845X
ISBN 13: 9789811318450
Autor: Abd Rahman, Noorhazlinda
Verlag: Springer Verlag GmbH
Umfang: x, 72 S., 25 s/w Illustr., 7 farbige Illustr., 72 p. 32 illus., 7 illus. in color.
Erscheinungsdatum: 14.09.2018
Auflage: 1/2019
Produktform: Kartoniert
Einband: Kartoniert

Outlines the fundamental concept of the distinct element method (DEM) and framework of the DEM-based multi-agent modelPresents a new mathematical model of switching action behavior with application in the DEM-based multi-agent modelIncludes performance validation of the switching action behavior model on different conjectural scenarios in the evacuation process

Artikelnummer: 5287588 Kategorie:

Beschreibung

This book introduces the use of the distinct element method (DEM) in modeling crowd behavior and simulating evacuation processes. Focusing on the mathematical computation of the uncertain behavior of evacuees, which is switching action behavior, it subsequently reproduces the crowd evacuation process under several conjectural scenarios using a DEM-based multi-agent model that has been modified by introducing the switching action behavior. The proposed switching action behavior model describes a person who has to change his/her destination due to the limited space capacity of the designated evacuation area. The change in the destination of a person is determined according to the motion of other individuals in the perception domain during the defined switching action time. The switching action time is formulated in the so-called switching action function, which is described by a convolution integral of the input and unit response functions. The newly developed switching action model is then validated using sensitivity analysis in which the primary focus is the crowd motion and flow of switching action behavior.

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