Canonical Forms for Matrix Tuples in Polynomial Time

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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Published
2024-10-27
DOI
https://doi.org/10.1109/focs61266.2024.00054
Primary Topic
Algebraic and Geometric Analysis
Type
article
Field-Weighted Citation Impact
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article

Canonical Forms for Matrix Tuples in Polynomial Time

Youming Qiao, Xiaorui Sun
Algebraic and Geometric Analysis
article

Canonical Forms for Matrix Tuples in Polynomial Time

Youming Qiao, Xiaorui Sun
article en

Abstract

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

University of Technology Sydney (AU), University of Illinois Chicago (US), Centre for Quantum Computation and Communication Technology (AU)
Openalex Percentile: Top 64%
Algebraic and Geometric Analysis
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Canonical Forms for Matrix Tuples in Polynomial Time — Youming Qiao, Xiaorui Sun · (2024) | TGRS Research Map | TGRS