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Computer Science > Computational Complexity

Title: A Multivariate to Bivariate Reduction for Noncommutative Rank and Related Results

Abstract: We study the noncommutative rank problem, ncRANK, of computing the rank of matrices with linear entries in $n$ noncommuting variables and the problem of noncommutative Rational Identity Testing, RIT, which is to decide if a given rational formula in $n$ noncommuting variables is zero on its domain of definition. Motivated by the question whether these problems have deterministic NC algorithms, we revisit their interrelationship from a parallel complexity point of view. We show the following results:
1. Based on Cohn's embedding theorem \cite{Co90,Cohnfir} we show deterministic NC reductions from multivariate ncRANK to bivariate ncRANK and from multivariate RIT to bivariate RIT.
2. We obtain a deterministic NC-Turing reduction from bivariate $\RIT$ to bivariate ncRANK, thereby proving that a deterministic NC algorithm for bivariate ncRANK would imply that both multivariate RIT and multivariate ncRANK are in deterministic NC.
Comments: 31 pages
Subjects: Computational Complexity (cs.CC)
Cite as: arXiv:2404.16382 [cs.CC]
  (or arXiv:2404.16382v1 [cs.CC] for this version)

Submission history

From: V. Arvind [view email]
[v1] Thu, 25 Apr 2024 07:45:16 GMT (34kb)

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