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SIMULATING TREES USING FRACTALS AND L-SYSTEMS

机译:使用分形和L系统模拟树

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摘要

Algorithmic simulation of natural environments in a convincing manner presents an ongoing challenge to modelers and developers. Of particular challenge in simulating natural environments is the dynamic creation of botanical forms, that is, plants. Many plants exhibit complex structural forms that defy traditional geometric patterns, and as such, are difficult to simulate in a convincing way using traditional geometric and mathematical constructs. Using statically modeled techniques is cumbersome, especially when faced with the challenge of producing multiple similar, yet unique plant forms, such as found in a forest of trees. To adequately recreate a convincing organic environment, some dynamic and stochastic model is necessary. While the shape and structures of plants, particularly trees, often appear irregular and chaotic, they also exhibit a high degree of self-similarity. Self-similarity suggests a recursive or iterated approach to the dynamic modeling of botanical forms. As such, constructs such as fractal geometry and Lindenmayer systems seem prime candidates for the generation of such forms. This paper explores the use of fractal geometry as the basis of simulating the forms of trees. Lindenmayer systems (L-Systems), iterated function systems (IFS), their relationships, and their use in simulating trees are discussed. The primary focus of this paper is to present and explain the tree simulation software written for our implementation by extending the Honda model to include stochastic simulation.
机译:以令人信服的方式对自然环境进行算法仿真,对建模人员和开发人员提出了持续的挑战。在模拟自然环境时面临的特别挑战是动态创建植物形式(即植物)。许多植物表现出复杂的结构形式,无视传统的几何图案,因此,很难使用传统的几何和数学构造以令人信服的方式进行模拟。使用静态建模技术很麻烦,尤其是在面临产生多种相似但独特的植物形式(例如在森林中发现)的挑战时。为了充分重建令人信服的有机环境,需要一些动态且随机的模型。尽管植物(尤其是树木)的形状和结构通常看起来不规则且混乱,但它们也表现出高度的自相似性。自相似性建议对植物形式的动态建模采用递归或迭代的方法。因此,诸如分形几何和Lindenmayer系统之类的构造似乎是生成此类形式的主要候选者。本文探讨了使用分形几何作为模拟树木形态的基础。讨论了Lindenmayer系统(L-Systems),迭代功能系统(IFS),它们之间的关系以及它们在模拟树中的用途。本文的主要重点是通过扩展本田模型以包括随机仿真,介绍和解释为我们的实现编写的树仿真软件。

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