奇梅拉:在最多8个节点上的正规葡萄树的图谱
Oswaldo Morales-Nápoles1, Mojtaba Rajabi-Bahaabadi2, Gina Alexandra Torres-Alves3
1Delft University of Technology, Faculty of Civil Engineering and Geosciences, Delft, 2628CN, The Netherlands. o.moralesnapoles@tudelft.nl.
Scientific data
|May 31, 2023
概括
奇美拉是第一个绘制正规葡萄树的图谱,对于复杂的概率依赖模型至关重要. 该资源为研究人员提供了一种结构化的方法,可以在正规葡萄树结构的快速扩张空间中进行导航.
科学领域:
- 统计 统计 统计 统计
- 计算统计学 计算统计学
- 可能性理论概率理论.
背景情况:
- 葡萄藤配方是复杂的概率依赖模型的标准.
- 正规葡萄树的数量随着节点的数量快速增长,创造了一个庞大而复杂的空间.
- 对于常规葡萄树的现有软件缺乏所有可能结构的全面数据集.
研究的目的:
- 创建了第一本关于常规葡萄的综合图谱,名为Chimera.
- 提供一个结构化的数据集,用于在常规葡萄树结构的广空间中进行导航.
- 通过将常规葡萄树与合成数据相匹配,证明奇美拉图谱的实用性.
主要方法:
- 系统地生成和目录所有常规葡萄树的4到8个节点.
- 在基梅拉图谱中根据它们的树等价等级组织了正规的葡萄树.
- 将图谱中的所有常规葡萄藤与合成数据相匹配,以展示实际应用.
主要成果:
- 奇梅拉地图包含数百万个矩阵,代表正规的葡萄树,从4x4到8x8.
- 常规的葡萄树根据树的等价性进行分类,使得有组织的导航成为可能.
- 通过将所有常规葡萄藤与合成数据相匹配,证明了地图的潜力.
结论:
- 奇美拉提供了一个前所未有的,有序的资源,用于探索广的普通葡萄树的广空间.
- 这本地图书方便研究使用葡萄树的概率依赖模型.
- 结构化数据集使研究人员能够有效地利用和研究复杂的葡萄树结构.
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