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arXiv 1802.09436math.AG
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从样本中学习Algebraic Varieties

Learning Algebraic Varieties from Samples

Paul Breiding, Sara Kalisnik Verovsek, Bernd Sturmfels, Madeleine Weinstein

摘要:

我们试图确定一个真正的代数簇从一个固定的有限子集的点。研究现有的方法,并开发新的方法。我们的重点在于方面的拓扑和代数几何,如尺寸和定义多项式。所有算法都在一系列数据集上进行了测试,并在Julia包中提供。

英文摘要:

We seek to determine a real algebraic variety from a fixed finite subset of points. Existing methods are studied and new methods are developed. Our focus lies on aspects of topology and algebraic geometry, such as dimension and defining polynomials. All algorithms are tested on a range of datasets and made available in a Julia package.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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