基于离散选择模型的人群模拟

2012 IEEE Virtual Reality Workshops (VRW) Pub Date : 2012-03-04 DOI:10.1109/VR.2012.6180866

Wenxi Liu, Rynson W. H. Lau, Dinesh Manocha

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引用次数: 9

摘要

本文提出了一种新的算法，利用离散选择模型(DCM)来模拟各种人群行为。DCM在计量经济学中被广泛研究，用于检验和预测消费者或家庭的选择。我们的DCM公式可以模拟虚拟代理的目标选择，我们通过模拟异质人群行为来突出我们的算法:疏散、购物和骚乱场景。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Crowd simulation using Discrete Choice Model

We present a new algorithm to simulate a variety of crowd behaviors using the Discrete Choice Model (DCM). DCM has been widely studied in econometrics to examine and predict customers' or households' choices. Our DCM formulation can simulate virtual agents' goal selection and we highlight our algorithm by simulating heterogeneous crowd behaviors: evacuation, shopping, and rioting scenarios.

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2012 IEEE Virtual Reality Workshops (VRW)

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