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FOCS2024顶会

Canonical Forms for Matrix Tuples in Polynomial Time

Youming Qiao, Xiaorui Sun

2024年份
1被引次数

摘要

Left-right and conjugation actions on matrix tuples have received considerable attention in theoretical computer science due to their connections with polynomial identity testing, group isomorphism, and tensor isomorphism. In this paper, we present polynomial-time algorithms for computing canonical forms of matrix tuples over a finite field under these actions. Our algorithm builds upon new structural insights for matrix tuples, which can be viewed as a generalization of Schur's lemma for irreducible representations to general representations. Index Terms-canonical form, matrix tuples, tensors, group isomorphism, computer algebra

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