Exact Nonnegative Rank of a Twelve-State Composition Tensor

The nonnegative rank of the multiplication tensor of a twelve-element transformation monoid is 35. Explicit rank-one factors give an upper bound, and an incompatibility certificate proves the matching lower bound. The paper supplies independently checkable certificates.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-27
DOI
https://doi.org/10.5281/zenodo.23678772
Primary Topic
Tensor decomposition and applications
Type
preprint
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preprint

Exact Nonnegative Rank of a Twelve-State Composition Tensor

lmtlssss🜐
2 links
Zenodo (CERN European Organization for Nuclear Research)
Tensor decomposition and applications
preprint

Exact Nonnegative Rank of a Twelve-State Composition Tensor

lmtlssss🜐
preprint en

Abstract

The nonnegative rank of the multiplication tensor of a twelve-element transformation monoid is 35. Explicit rank-one factors give an upper bound, and an incompatibility certificate proves the matching lower bound. The paper supplies independently checkable certificates.

Zenodo (CERN European Organization for Nuclear Research)
Tensor decomposition and applications
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Exact Nonnegative Rank of a Twelve-State Composition Tensor — lmtlssss🜐 · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS