对称群的表示在多项式时间内是可分解的

IF 2.5 1区 数学 Q2 COMPUTER SCIENCE, THEORY & METHODS
Sheehan Olver
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引用次数: 0

摘要

介绍了一种将实数上对称群的矩阵表示分解为不可约表示的算法,该算法还计算了不可约表示的多重性。应用于\(S_n\)的d维表示的算法显示,用于确定存在哪些不可约表示及其相应的多重性的操作的复杂性为\({\mathcal {O}}(n^2 d^3)\),以及用于完全分解具有非平凡多重性的表示的进一步\({\mathcal {O}}(n d^4)\)操作。这些复杂度界限是悲观的,在使用浮点运算和利用稀疏性的实际实现中,我们观察到更好的复杂度。我们在计算不可约表示的两个张量积的多重性问题(Kronecker系数问题)以及高阶张量积的问题上证明了该算法。对于钩子和类钩子不可约表示,算法复杂度随n的增加呈多项式。我们还演示了构造齐次多项式基的一个应用,以便应用变量的置换诱导出不可约表示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Representations of the Symmetric Group are Decomposable in Polynomial Time

We introduce an algorithm to decompose matrix representations of the symmetric group over the reals into irreducible representations, which as a by-product also computes the multiplicities of the irreducible representations. The algorithm applied to a d-dimensional representation of \(S_n\) is shown to have a complexity of \({\mathcal {O}}(n^2 d^3)\) operations for determining which irreducible representations are present and their corresponding multiplicities and a further \({\mathcal {O}}(n d^4)\) operations to fully decompose representations with non-trivial multiplicities. These complexity bounds are pessimistic and in a practical implementation using floating point arithmetic and exploiting sparsity we observe better complexity. We demonstrate this algorithm on the problem of computing multiplicities of two tensor products of irreducible representations (the Kronecker coefficients problem) as well as higher order tensor products. For hook and hook-like irreducible representations the algorithm has polynomial complexity as n increases. We also demonstrate an application to constructing a basis of homogeneous polynomials so that applying a permutation of variables induces an irreducible representation.

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来源期刊
Foundations of Computational Mathematics
Foundations of Computational Mathematics 数学-计算机:理论方法
CiteScore
6.90
自引率
3.30%
发文量
46
审稿时长
>12 weeks
期刊介绍: Foundations of Computational Mathematics (FoCM) will publish research and survey papers of the highest quality which further the understanding of the connections between mathematics and computation. The journal aims to promote the exploration of all fundamental issues underlying the creative tension among mathematics, computer science and application areas unencumbered by any external criteria such as the pressure for applications. The journal will thus serve an increasingly important and applicable area of mathematics. The journal hopes to further the understanding of the deep relationships between mathematical theory: analysis, topology, geometry and algebra, and the computational processes as they are evolving in tandem with the modern computer. With its distinguished editorial board selecting papers of the highest quality and interest from the international community, FoCM hopes to influence both mathematics and computation. Relevance to applications will not constitute a requirement for the publication of articles. The journal does not accept code for review however authors who have code/data related to the submission should include a weblink to the repository where the data/code is stored.
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