Crowd Simulation on a Graphics Processing Unit based on a Least Effort Model

Sankha B. Dutta; Robert D. McLeod

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Paper

Crowd Simulation on a Graphics Processing Unit based on a Least Effort Model

Topics: Agent Based Modeling and Simulation

In Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications SIMULTECH - Volume 1, 369-376, 2013 , Reykjavík, Iceland

Authors: Sankha B. Dutta and Robert D. McLeod

Affiliation: University of Manitoba, Canada

Keyword(s): Pedestrian Simulation, Agent based Modelling, Graphics Processing Unit (GPU), CUDA.

Related Ontology Subjects/Areas/Topics: Agent Based Modeling and Simulation ; Complex Systems Modeling and Simulation ; Sensor Networks ; Simulation and Modeling ; Simulation Tools and Platforms ; Software and Architectures

Abstract: Large crowd simulation is becoming a very important field of study for many researchers. In this paper we endeavour to study large crowds and their interactions with each other and the environment. The interaction is based on a very simple Least Effort Model inspired from a real world pedestrian modelling scenario. The simulation of the crowd is computationally very expensive and GPU modelling and simulation is a viable alternative computational means to accelerate the simulation process. Compute Unified Device Architecture or CUDA is used for GPU implementation.

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Paper citation in several formats:

B. Dutta, S. and D. McLeod, R. (2013). Crowd Simulation on a Graphics Processing Unit based on a Least Effort Model. In Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH; ISBN 978-989-8565-69-3; ISSN 2184-2841, SciTePress, pages 369-376. DOI: 10.5220/0004488903690376

@conference{simultech13,
author={Sankha {B. Dutta}. and Robert {D. McLeod}.},
title={Crowd Simulation on a Graphics Processing Unit based on a Least Effort Model},
booktitle={Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH},
year={2013},
pages={369-376},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004488903690376},
isbn={978-989-8565-69-3},
issn={2184-2841},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - SIMULTECH
TI - Crowd Simulation on a Graphics Processing Unit based on a Least Effort Model
SN - 978-989-8565-69-3
IS - 2184-2841
AU - B. Dutta, S.
AU - D. McLeod, R.
PY - 2013
SP - 369
EP - 376
DO - 10.5220/0004488903690376
PB - SciTePress