商业演化模拟

Carlos Soriano, G. Patow
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引用次数: 0

摘要

模拟城市景观的演变是一个具有挑战性的目标,不仅对计算机图形学(在电影和游戏行业中的应用)有很大的影响,而且对城市规划、经济和历史研究、城市物理学和许多其他领域也有很大的影响。然而,由于城市结构及其演变所隐含的巨大复杂性,这一目标仍然难以实现。我们提出了一个旨在模拟现代城市商业结构演变的系统。特别是,在给定商店的初始分布的情况下,研究引入大型商业区(如购物中心)后的演变。这是使用Huff模型来计算的,该模型衡量每个商业对潜在消费者的吸引力,并使用基于代理的模拟来确定这些方面如何影响他们的选择。然后,在给定的模拟时间之后,系统决定该商店是否保留了可以继续运营的收入,还是已经破产。我们的系统被用来研究上个世纪巴塞罗那城市商业结构的演变。
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Commercial Evolution Simulation
Simulating the evolution of urban landscapes is a challenging objective with a large impact not only for Computer Graphics (for its applications in the filming and gaming industries), but also for urban planning, economical and historical studies, urban physics, and many other. However, this target has remained elusive because of the large complexity implied by urban structures and their evolutions. We present a system that aims at simulating the evolution of the commercial structure in a modern city. In particular, given an initial distribution of shops, it studies the evolution when larger commercial areas, like malls, are introduced. This is computed using the Huff model as a measure of the attraction each commerce has on potential consumers, and an agent-based simulation to determine how these aspects affect their choices. Then, after a given simulation time, the system decides whether the shop has retained an income such that it can continue operating, or has gone bankrupt. Our system is used to study the evolution of the commercial structure of Barcelona city over the last century.
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