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Crowd behavior simulation of pedestrians during evacuation processDEM-based approach /
正題名/作者 ： Crowd behavior simulation of pedestrians during evacuation process/ by Noorhazlinda Abd Rahman.
其他題名 ： DEM-based approach /
作者 ： Abd Rahman, Noorhazlinda.
出版者 ： Singapore :Springer Nature Singapore,2019.
面頁冊數 ： x, 72 p. :ill., digital ;24 cm.
Contained By ： Springer eBooks
標題 ： Collective behavior - Mathematical models. -
電子資源 ： 線上閱讀(Springer)
ISBN ： 9789811318467$q(electronic bk.)
ISBN ： 9789811318450$q(paper)
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100 1 $aAbd Rahman, Noorhazlinda.$3537295
245 10$aCrowd behavior simulation of pedestrians during evacuation process$h[electronic resource] :$bDEM-based approach /$cby Noorhazlinda Abd Rahman.
260 $aSingapore :$bSpringer Nature Singapore,$c2019.
300 $ax, 72 p. :$bill., digital ;$c24 cm.
490 1 $aSpringerBriefs in computational intelligence,$x2625-3704
505 0 $aIntroduction -- DEM-Based Crowd Behavior Simulator -- Switching Action Behavior Model in Crowd Behavior Simulator -- Application of a Switching Action Behavior Model to DEM-Based Multi-Agent Crowd Behavior Simulator -- Recapitulation.
520 $aThis book introduces the use of the distinct element method (DEM) in modeling crowd behavior and simulating evacuation processes. Focusing on the mathematical computation of the uncertain behavior of evacuees, which is switching action behavior, it subsequently reproduces the crowd evacuation process under several conjectural scenarios using a DEM-based multi-agent model that has been modified by introducing the switching action behavior. The proposed switching action behavior model describes a person who has to change his/her destination due to the limited space capacity of the designated evacuation area. The change in the destination of a person is determined according to the motion of other individuals in the perception domain during the defined switching action time. The switching action time is formulated in the so-called switching action function, which is described by a convolution integral of the input and unit response functions. The newly developed switching action model is then validated using sensitivity analysis in which the primary focus is the crowd motion and flow of switching action behavior.
650 0$aCollective behavior$xMathematical models.$3537297
650 0$aDiscrete element method.$3434466
650 0$aEvacuation of civilians$xComputer simulation.$3537298
650 14$aComputational Intelligence.$3401779
650 24$aSimulation and Modeling.$3402073
650 24$aNumerical Analysis.$3407084
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830 0$aSpringerBriefs in computational intelligence.$3537296
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950 $aIntelligent Technologies and Robotics (Springer-42732)
Abd Rahman, Noorhazlinda.
Crowd behavior simulation of pedestrians during evacuation processDEM-based approach /[electronic resource] :by Noorhazlinda Abd Rahman. - Singapore :Springer Nature Singapore,2019. - x, 72 p. :ill., digital ;24 cm. - SpringerBriefs in computational intelligence,2625-3704. - SpringerBriefs in computational intelligence..
Introduction -- DEM-Based Crowd Behavior Simulator -- Switching Action Behavior Model in Crowd Behavior Simulator -- Application of a Switching Action Behavior Model to DEM-Based Multi-Agent Crowd Behavior Simulator -- Recapitulation.
This book introduces the use of the distinct element method (DEM) in modeling crowd behavior and simulating evacuation processes. Focusing on the mathematical computation of the uncertain behavior of evacuees, which is switching action behavior, it subsequently reproduces the crowd evacuation process under several conjectural scenarios using a DEM-based multi-agent model that has been modified by introducing the switching action behavior. The proposed switching action behavior model describes a person who has to change his/her destination due to the limited space capacity of the designated evacuation area. The change in the destination of a person is determined according to the motion of other individuals in the perception domain during the defined switching action time. The switching action time is formulated in the so-called switching action function, which is described by a convolution integral of the input and unit response functions. The newly developed switching action model is then validated using sensitivity analysis in which the primary focus is the crowd motion and flow of switching action behavior.
ISBN: 9789811318467$q(electronic bk.)Subjects--Topical Terms:
537297
Collective behavior
--Mathematical models.
LC Class. No.: H61.25 / .A237 2019
Dewey Class. No.: 300.15118
Crowd behavior simulation of pedestrians during evacuation processDEM-based approach /[electronic resource] :by Noorhazlinda Abd Rahman. - Singapore :Springer Nature Singapore,2019. - x, 72 p. :ill., digital ;24 cm. - SpringerBriefs in computational intelligence,2625-3704. - SpringerBriefs in computational intelligence..
Introduction -- DEM-Based Crowd Behavior Simulator -- Switching Action Behavior Model in Crowd Behavior Simulator -- Application of a Switching Action Behavior Model to DEM-Based Multi-Agent Crowd Behavior Simulator -- Recapitulation.
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.
ISBN: 9789811318467$q(electronic bk.)Subjects--Topical Terms:
537297
Collective behavior
--Mathematical models.
LC Class. No.: H61.25 / .A237 2019
Dewey Class. No.: 300.15118
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