Crowd Dynamics, Volume 2

Theory, Models, and Applications

Buch | Softcover

VII, 222 Seiten

2021 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-50452-6 (ISBN)

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This contributed volume explores innovative research in the modeling, simulation, and control of crowd dynamics. Chapter authors approach the topic from the perspectives of mathematics, physics, engineering, and psychology, providing a comprehensive overview of the work carried out in this challenging interdisciplinary research field. After providing a critical analysis of the current state of the field and an overview of the current research perspectives, chapters focus on three main research areas: pedestrian interactions, crowd control, and multiscale modeling. Specific topics covered in this volume include:

crowd dynamics through conservation laws
recent developments in controlled crowd dynamics
mixed traffic modeling
insights and applications from crowd psychology

Crowd Dynamics, Volume 2 is ideal for mathematicians, engineers, physicists, and other researchers working in therapidly growing field of modeling and simulation of human crowds.

Behavioral Human Crowds.- Artificial Neural Networks for the Estimation of Pedestrian Interaction Forces.- High-statistics modeling of complex pedestrian avoidance scenarios.- Modelling Collective Behaviour: Insights and Applications from Crowd Psychology.- Crowd Dynamics through Conservation Laws.- The Fokker-Planck framework in the modelling of pedestrians' motion.- Recent developments in controlled crowd dynamics.- Mathematical models and methods for crowd dynamics control.- Mixed Traffic Simulation of Cars and Pedestrians for Transportation Policy Assessment.

Erscheinungsdatum	26.10.2021
Reihe/Serie	Modeling and Simulation in Science, Engineering and Technology
Zusatzinfo	VII, 222 p. 56 illus., 45 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	361 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Naturwissenschaften ► Physik / Astronomie ► Theoretische Physik
	Naturwissenschaften ► Physik / Astronomie ► Thermodynamik
Schlagworte	Collective Behavior Modeling • Control of Crowd Dynamics • Crowd Behavior Dynamics • Crowd dynamics • Crowd Dynamics Book • Crowd Dynamics Theory • Crowd modeling and simulation • Data-driven Crowd Modeling • Data-driven Crowd Simulation • Mathematical Modeling Crowd Dynamics • Mixed Traffic Modeling • Mixed Traffic Models • Mixed Traffic Simulation • Modeling Pedestrian Movement • Pedestrian Crowd Dynamics • Pedestrian Flow Experiments
ISBN-10	3-030-50452-2 / 3030504522
ISBN-13	978-3-030-50452-6 / 9783030504526
Zustand	Neuware