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arXiv 2504.16632math.COcs.SCmath.AG

高效算法用于极大 matroid 衰减和电路品种的不可约分解

Efficient Algorithms for Maximal Matroid Degenerations and Irreducible Decompositions of Circuit Varieties

Emiliano Liwski, Fatemeh Mohammadi, Rémi Prébet

AI总结:

本文提出高效算法用于分解 matroid 的电路品种,通过识别极大衰减来实现显式且可计算的不可约分解。

摘要:

Matroid 理论提供了一个统一的框架,用于研究组合学、几何和从刚性到统计学的应用中的依赖关系。在本工作中,我们研究 matroid 的电路品种,其由其最小依赖性定义,这在建模行列式品种、刚性问题和条件独立关系中起着核心作用。我们引入了一种高效的计算策略,用于分解给定 matroid $M$ 的电路品种,基于一种识别其极大衰减的算法。这些衰减对应于在弱序中位于 $M$ 之下的最大 matroid。我们的框架提供了显式且可计算的电路品种分解,这些分解此前无法通过符号或数值代数系统来实现。我们应用我们的策略到几个经典配置,包括 Vámos matroid、唯一的 Steiner 四元系 $S(3,4,8)$、射影和仿射平面、Fano matroid 的对偶体以及 $K_{3,3}$ 图 matroid 的对偶体。在每种情况下,我们成功计算了其电路品种的最小不可约分解。

英文摘要:

Matroid theory provides a unifying framework for studying dependence across combinatorics, geometry, and applications ranging from rigidity to statistics. In this work, we study circuit varieties of matroids, defined by their minimal dependencies, which play a central role in modeling determinantal varieties, rigidity problems, and conditional independence relations. We introduce an efficient computational strategy for decomposing the circuit variety of a given matroid $M$, based on an algorithm that identifies its maximal degenerations. These degenerations correspond to the largest matroids lying below $M$ in the weak order. Our framework yields explicit and computable decompositions of circuit varieties that were previously out of reach for symbolic or numerical algebra systems. We apply our strategy to several classical configurations, including the Vámos matroid, the unique Steiner quadruple system $S(3,4,8)$, projective and affine planes, the dual of the Fano matroid, and the dual of the graphic matroid of $K_{3,3}$. In each case, we successfully compute the minimal irreducible decomposition of their circuit varieties.

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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