Crowd Dynamics, Volume 5
From Human Complexity to Scientific Machine Learning
Birkhäuser Verlag GmbH
ISBN 978-3-032-02220-2
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Hardcover
2025
2 s/w-Abbildungen, 39 Farbabbildungen.
In englischer Sprache
Umfang: x, 210 S.
Format (B x L): 15,5 x 23,5 cm
Verlag: Birkhäuser Verlag GmbH
ISBN: 978-3-032-02220-2
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Modeling and Simulation in Science, Engineering and Technology
Produktbeschreibung
The volume begins by focusing on modeling at the macroscopic and microscopic scales, with chapters demonstrating how stress conditions evolve in time and space and influence pedestrian dynamics, particularly regarding high density patterns. Different aspects of behavioral dynamics are considered in the following chapters, which explore how mathematical models can incorporate parameters that capture shifts in people’s mental states. The final two chapters go beyond the usual modeling-based assumptions, discussing how control problems can be developed using drones to guide crowds and methods for interpreting crowd behavior using artificial intelligence, respectively.
Crowd Dynamics, Volume 5 is ideal for mathematicians, engineers, physicists, and other researchers working in the rapidly growing field of modeling and simulation of human crowds.
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De Gruyter GmbH
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10785 Berlin, DE
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