利用遗传算法建模虚拟城市

N. Kato, T. Okuno, Hitoshi Kanoh
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引用次数: 5

摘要

提出了一种虚拟城市自动建模的新方法。一个城市被认为是由几个城市街区组成的,每个街区都有特征值,比如平均建筑高度。使用遗传算法确定特征值。染色体表示虚拟城市的建筑布局,适应度函数用于度量相邻街区之间的相似性。实验结果表明,该方法能生成逼真的虚拟城市。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling virtual cities using genetic algorithms
A novel method is described for automatically modeling virtual cities. A city is considered to be composed of several city blocks, and each block has feature values, such as average building height. The feature values are determined using a genetic algorithm. A chromosome represents the building layout of a virtual city and a fitness function is used to measure the similarity between neighboring blocks. Experimental results showed that this method produces realistic virtual cities.
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