使用元胞自动机建模和模拟火灾传播的通用工具

Taufiqurrahman, Saiful Akbar
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引用次数: 0

摘要

细胞自动机(CA)虽然简单,但在各种自然现象的建模中具有很大的潜力。CA受到来自不同领域的研究人员的广泛关注,他们希望在各自的应用领域中学习和使用CA。研究人员通常针对每个特定的问题领域开发CA模型和模型仿真平台。这导致他们效率低下,而且一些研究人员不知道如何编写模拟程序。研究人员应该专注于开发模型,而不必担心开发模拟模型的平台。在本研究中,我们试图开发一种工具来建模和模拟CA,以帮助开发各种基于CA的模型。作为一个起点,该工具将实现建模和模拟火灾的传播。因此,本文对火灾传播模型的相关研究进行了文献研究,以期从该模型中获得共性。然后将通用方面作为通用工具实现到软件工件中。最后,将对这些工具进行测试,以实现相关研究中的规则。测试结果表明,在相同的结构下,该工具可以实现各种规则和火灾传播模型。
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A generic tool for modeling and simulation of fire propagation using cellular automata
In spite of their simplicity, Cellular Automata (CA) have a great potential for being used in modeling various natural phenomenon. CA receive widespread interest among researchers from the diverse field to learn and use them in their application domain. Researchers usually develop CA model and the platform for simulating the models for each specific problems domain. This cause inefficiency for them and also some researchers do not know how to code the simulation program. The researchers should focus to develop the model without necessarily being worried to develop the platform to simulate the model. In this research, we attempt to develop a tool to model and simulate CA that helps to develop a various CA-based model. As a starting point, the tool will be implemented to modeling and simulate fire propagation. In consequence, literature study was conducted on some related research of fire propagation model to get the generic aspect from that models. The generic aspect then implemented into software artifact as a generic tool. In the end, the tools will be tested to implement rules from related research. The test result shows that with the same construction, the tool can implement various rule and fire propagation model.
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